fix: Remove task-master-ai as a dependency from the package.json generated during init

23.16 23.30

.changeset/fifty-squids-wear.md

@@ -2,4 +2,4 @@
 "task-master-ai": patch
 ---
 
-Add license to repo
+Add CI for testing

.changeset/red-lights-mix.md

@@ -0,0 +1,5 @@
+---
+"task-master-ai": patch
+---
+
+Fix github actions creating npm releases on next branch push

.changeset/two-bats-smoke.md

@@ -4,10 +4,178 @@
 
 - Adjusts the MCP server invokation in the mcp.json we ship with `task-master init`. Fully functional now.
 - Rename the npx -y command. It's now `npx -y task-master-ai task-master-mcp`
+- Add additional binary alias: `task-master-mcp-server` pointing to the same MCP server script
+
+- **Significant improvements to model configuration:**
+  - Increase context window from 64k to 128k tokens (MAX_TOKENS=128000) for handling larger codebases
+  - Reduce temperature from 0.4 to 0.2 for more consistent, deterministic outputs
+  - Set default model to "claude-3-7-sonnet-20250219" in configuration
+  - Update Perplexity model to "sonar-pro" for research operations
+  - Increase default subtasks generation from 4 to 5 for more granular task breakdown
+  - Set consistent default priority to "medium" for all new tasks
+
+- **Clarify environment configuration approaches:**
+  - For direct MCP usage: Configure API keys directly in `.cursor/mcp.json`
+  - For npm package usage: Configure API keys in `.env` file
+  - Update templates with clearer placeholder values and formatting
+  - Provide explicit documentation about configuration methods in both environments
+  - Use consistent placeholder format "YOUR_ANTHROPIC_API_KEY_HERE" in mcp.json
+
 - Rename MCP tools to better align with API conventions and natural language in client chat:
   - Rename `list-tasks` to `get-tasks` for more intuitive client requests like "get my tasks"
   - Rename `show-task` to `get-task` for consistency with GET-based API naming conventions
 
+- **Refine AI-based MCP tool implementation patterns:**
+  - Establish clear responsibilities for direct functions vs MCP tools when handling AI operations
+  - Update MCP direct function signatures to expect `context = { session }` for AI-based tools, without `reportProgress`
+  - Clarify that AI client initialization, API calls, and response parsing should be handled within the direct function
+  - Define standard error codes for AI operations (`AI_CLIENT_ERROR`, `RESPONSE_PARSING_ERROR`, etc.)
+  - Document that `reportProgress` should not be used within direct functions due to client validation issues
+  - Establish that progress indication within direct functions should use standard logging (`log.info()`)
+  - Clarify that `AsyncOperationManager` should manage progress reporting at the MCP tool layer, not in direct functions
+  - Update `mcp.mdc` rule to reflect the refined patterns for AI-based MCP tools
+  - **Document and implement the Logger Wrapper Pattern:**
+    - Add comprehensive documentation in `mcp.mdc` and `utilities.mdc` on the Logger Wrapper Pattern
+    - Explain the dual purpose of the wrapper: preventing runtime errors and controlling output format
+    - Include implementation examples with detailed explanations of why and when to use this pattern
+    - Clearly document that this pattern has proven successful in resolving issues in multiple MCP tools
+    - Cross-reference between rule files to ensure consistent guidance
+  - **Fix critical issue in `analyze-project-complexity` MCP tool:**
+    - Implement proper logger wrapper in `analyzeTaskComplexityDirect` to fix `mcpLog[level] is not a function` errors
+    - Update direct function to handle both Perplexity and Claude AI properly for research-backed analysis
+    - Improve silent mode handling with proper wasSilent state tracking
+    - Add comprehensive error handling for AI client errors and report file parsing
+    - Ensure proper report format detection and analysis with fallbacks
+    - Fix variable name conflicts between the `report` logging function and data structures in `analyzeTaskComplexity`
+  - **Fix critical issue in `update-task` MCP tool:**
+    - Implement proper logger wrapper in `updateTaskByIdDirect` to ensure mcpLog[level] calls work correctly
+    - Update Zod schema in `update-task.js` to accept both string and number type IDs
+    - Fix silent mode implementation with proper try/finally blocks
+    - Add comprehensive error handling for missing parameters, invalid task IDs, and failed updates
+  - **Refactor `update-subtask` MCP tool to follow established patterns:**
+    - Update `updateSubtaskByIdDirect` function to accept `context = { session }` parameter
+    - Add proper AI client initialization with error handling for both Anthropic and Perplexity
+    - Implement the Logger Wrapper Pattern to prevent mcpLog[level] errors
+    - Support both string and number subtask IDs with appropriate validation
+    - Update MCP tool to pass session to direct function but not reportProgress
+    - Remove commented-out calls to reportProgress for cleaner code
+    - Add comprehensive error handling for various failure scenarios
+    - Implement proper silent mode with try/finally blocks
+    - Ensure detailed successful update response information
+  - **Fix issues in `set-task-status` MCP tool:**
+    - Remove reportProgress parameter as it's not needed
+    - Improve project root handling for better session awareness
+    - Reorganize function call arguments for setTaskStatusDirect
+    - Add proper silent mode handling with try/catch/finally blocks
+    - Enhance logging for both success and error cases
+  - **Refactor `update` MCP tool to follow established patterns:**
+    - Update `updateTasksDirect` function to accept `context = { session }` parameter
+    - Add proper AI client initialization with error handling
+    - Update MCP tool to pass session to direct function but not reportProgress
+    - Simplify parameter validation using string type for 'from' parameter
+    - Improve error handling for AI client errors
+    - Implement proper silent mode handling with try/finally blocks
+    - Use `isSilentMode()` function instead of accessing global variables directly
+  - **Refactor `expand-task` MCP tool to follow established patterns:**
+    - Update `expandTaskDirect` function to accept `context = { session }` parameter
+    - Add proper AI client initialization with error handling
+    - Update MCP tool to pass session to direct function but not reportProgress
+    - Add comprehensive tests for the refactored implementation
+    - Improve error handling for AI client errors
+    - Remove non-existent 'force' parameter from direct function implementation
+    - Ensure direct function parameters match core function parameters
+    - Implement proper silent mode handling with try/finally blocks
+    - Use `isSilentMode()` function instead of accessing global variables directly
+  - **Refactor `parse-prd` MCP tool to follow established patterns:**
+    - Update `parsePRDDirect` function to accept `context = { session }` parameter for proper AI initialization
+    - Implement AI client initialization with proper error handling using `getAnthropicClientForMCP`
+    - Add the Logger Wrapper Pattern to ensure proper logging via `mcpLog`
+    - Update the core `parsePRD` function to accept an AI client parameter
+    - Implement proper silent mode handling with try/finally blocks
+    - Remove `reportProgress` usage from MCP tool for better client compatibility
+    - Fix console output that was breaking the JSON response format
+    - Improve error handling with specific error codes
+    - Pass session object to the direct function correctly
+    - Update task-manager-core.js to export AI client utilities for better organization
+    - Ensure proper option passing between functions to maintain logging context
+
+- **Update MCP Logger to respect silent mode:**
+  - Import and check `isSilentMode()` function in logger implementation
+  - Skip all logging when silent mode is enabled
+  - Prevent console output from interfering with JSON responses
+  - Fix "Unexpected token 'I', "[INFO] Gene"... is not valid JSON" errors by suppressing log output during silent mode
+
+- **Refactor `expand-all` MCP tool to follow established patterns:**
+    - Update `expandAllTasksDirect` function to accept `context = { session }` parameter
+    - Add proper AI client initialization with error handling for research-backed expansion
+    - Pass session to direct function but not reportProgress in the MCP tool
+    - Implement directory switching to work around core function limitations
+    - Add comprehensive error handling with specific error codes
+    - Ensure proper restoration of working directory after execution
+    - Use try/finally pattern for both silent mode and directory management
+    - Add comprehensive tests for the refactored implementation
+
+- **Standardize and improve silent mode implementation across MCP direct functions:**
+  - Add proper import of all silent mode utilities: `import { enableSilentMode, disableSilentMode, isSilentMode } from 'utils.js'`
+  - Replace direct access to global silentMode variable with `isSilentMode()` function calls
+  - Implement consistent try/finally pattern to ensure silent mode is always properly disabled
+  - Add error handling with finally blocks to prevent silent mode from remaining enabled after errors
+  - Create proper mixed parameter/global silent mode check pattern: `const isSilent = options.silentMode || (typeof options.silentMode === 'undefined' && isSilentMode())`
+  - Update all direct functions to follow the new implementation pattern
+  - Fix issues with silent mode not being properly disabled when errors occur
+
+- **Improve parameter handling between direct functions and core functions:**
+  - Verify direct function parameters match core function signatures
+  - Remove extraction and use of parameters that don't exist in core functions (e.g., 'force')
+  - Implement appropriate type conversion for parameters (e.g., `parseInt(args.id, 10)`)
+  - Set defaults that match core function expectations
+  - Add detailed documentation on parameter matching in guidelines
+  - Add explicit examples of correct parameter handling patterns
+
+- **Create standardized MCP direct function implementation checklist:**
+  - Comprehensive imports and dependencies section
+  - Parameter validation and matching guidelines
+  - Silent mode implementation best practices
+  - Error handling and response format patterns
+  - Path resolution and core function call guidelines
+  - Function export and testing verification steps
+  - Specific issues to watch for related to silent mode, parameters, and error cases
+  - Add checklist to subtasks for uniform implementation across all direct functions
+
+- **Implement centralized AI client utilities for MCP tools:**
+  - Create new `ai-client-utils.js` module with standardized client initialization functions
+  - Implement session-aware AI client initialization for both Anthropic and Perplexity
+  - Add comprehensive error handling with user-friendly error messages
+  - Create intelligent AI model selection based on task requirements
+  - Implement model configuration utilities that respect session environment variables
+  - Add extensive unit tests for all utility functions
+  - Significantly improve MCP tool reliability for AI operations
+  - **Specific implementations include:**
+    - `getAnthropicClientForMCP`: Initializes Anthropic client with session environment variables
+    - `getPerplexityClientForMCP`: Initializes Perplexity client with session environment variables
+    - `getModelConfig`: Retrieves model parameters from session or fallbacks to defaults
+    - `getBestAvailableAIModel`: Selects the best available model based on requirements
+    - `handleClaudeError`: Processes Claude API errors into user-friendly messages
+  - **Updated direct functions to use centralized AI utilities:**
+    - Refactored `addTaskDirect` to use the new AI client utilities with proper AsyncOperationManager integration
+    - Implemented comprehensive error handling for API key validation, AI processing, and response parsing
+    - Added session-aware parameter handling with proper propagation of context to AI streaming functions
+    - Ensured proper fallback to process.env when session variables aren't available
+
+- **Refine AI services for reusable operations:**
+  - Refactor `ai-services.js` to support consistent AI operations across CLI and MCP
+  - Implement shared helpers for streaming responses, prompt building, and response parsing
+  - Standardize client initialization patterns with proper session parameter handling
+  - Enhance error handling and loading indicator management
+  - Fix process exit issues to prevent MCP server termination on API errors
+  - Ensure proper resource cleanup in all execution paths
+  - Add comprehensive test coverage for AI service functions
+  - **Key improvements include:**
+    - Stream processing safety with explicit completion detection
+    - Standardized function parameter patterns
+    - Session-aware parameter extraction with sensible defaults
+    - Proper cleanup using try/catch/finally patterns
+
 - **Optimize MCP response payloads:**
   - Add custom `processTaskResponse` function to `get-task` MCP tool to filter out unnecessary `allTasks` array data
   - Significantly reduce response size by returning only the specific requested task instead of all tasks
@@ -28,6 +196,9 @@
   - Add examples of proper error handling and parameter validation to all relevant rules
   - Include new sections about handling dependencies during task removal operations
   - Document naming conventions and implementation patterns for destructive operations
+  - Update silent mode implementation documentation with proper examples
+  - Add parameter handling guidelines emphasizing matching with core functions
+  - Update architecture documentation with dedicated section on silent mode implementation
 
 - **Implement silent mode across all direct functions:**
   - Add `enableSilentMode` and `disableSilentMode` utility imports to all direct function files
@@ -124,3 +295,8 @@
 - Improve status counts display with clear text labels beside status icons for better readability.
 - Treat deferred and cancelled tasks as effectively complete for progress calculation while maintaining visual distinction.
 - **Fix `reportProgress` calls** to use the correct `{ progress, total? }` format.
+- **Standardize logging in core task-manager functions (`expandTask`, `expandAllTasks`, `updateTasks`, `updateTaskById`, `updateSubtaskById`, `parsePRD`, `analyzeTaskComplexity`):**
+  - Implement a local `report` function in each to handle context-aware logging.
+  - Use `report` to choose between `mcpLog` (if available) and global `log` (from `utils.js`).
+  - Only call global `log` when `outputFormat` is 'text' and silent mode is off.
+  - Wrap CLI UI elements (tables, boxes, spinners) in `outputFormat === 'text'` checks.

.cursor/mcp.json

@@ -1,20 +1,18 @@
 {
-    "mcpServers": {
-        "taskmaster-ai": {
-            "command": "node",
-            "args": [
-                "./mcp-server/server.js"
-            ],
-            "env": {
-                "ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY_HERE",
-                "PERPLEXITY_API_KEY": "YOUR_PERPLEXITY_API_KEY_HERE",
-                "MODEL": "claude-3-7-sonnet-20250219",
-                "PERPLEXITY_MODEL": "sonar-pro",
-                "MAX_TOKENS": 64000,
-                "TEMPERATURE": 0.4,
-                "DEFAULT_SUBTASKS": 5,
-                "DEFAULT_PRIORITY": "medium"
-            }
-        }
-    }
-}
+	"mcpServers": {
+		"taskmaster-ai": {
+			"command": "node",
+			"args": ["./mcp-server/server.js"],
+			"env": {
+				"ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY_HERE",
+				"PERPLEXITY_API_KEY": "YOUR_PERPLEXITY_API_KEY_HERE",
+				"MODEL": "claude-3-7-sonnet-20250219",
+				"PERPLEXITY_MODEL": "sonar-pro",
+				"MAX_TOKENS": 128000,
+				"TEMPERATURE": 0.2,
+				"DEFAULT_SUBTASKS": 5,
+				"DEFAULT_PRIORITY": "medium"
+			}
+		}
+	}
+}

.cursor/rules/architecture.mdc

@@ -155,7 +155,114 @@ alwaysApply: false
   - **UI for Presentation**:  [`ui.js`](mdc:scripts/modules/ui.js) is used by command handlers and task/dependency managers to display information to the user. UI functions primarily consume data and format it for output, without modifying core application state.
   - **Utilities for Common Tasks**: [`utils.js`](mdc:scripts/modules/utils.js) provides helper functions used by all other modules for configuration, logging, file operations, and common data manipulations.
   - **AI Services Integration**: AI functionalities (complexity analysis, task expansion, PRD parsing) are invoked from [`task-manager.js`](mdc:scripts/modules/task-manager.js) and potentially [`commands.js`](mdc:scripts/modules/commands.js), likely using functions that would reside in a dedicated `ai-services.js` module or be integrated within `utils.js` or `task-manager.js`.
-  - **MCP Server Interaction**: External tools interact with the `mcp-server`. MCP Tool `execute` methods use `getProjectRootFromSession` to find the project root, then call direct function wrappers (in `mcp-server/src/core/direct-functions/`) passing the root in `args`. These wrappers handle path finding for `tasks.json` (using `path-utils.js`), validation, caching, call the core logic from `scripts/modules/`, and return a standardized result. The final MCP response is formatted by `mcp-server/src/tools/utils.js`. See [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc) for details.
+  - **MCP Server Interaction**: External tools interact with the `mcp-server`. MCP Tool `execute` methods use `getProjectRootFromSession` to find the project root, then call direct function wrappers (in `mcp-server/src/core/direct-functions/`) passing the root in `args`. These wrappers handle path finding for `tasks.json` (using `path-utils.js`), validation, caching, call the core logic from `scripts/modules/` (passing logging context via the standard wrapper pattern detailed in mcp.mdc), and return a standardized result. The final MCP response is formatted by `mcp-server/src/tools/utils.js`. See [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc) for details.
+
+## Silent Mode Implementation Pattern in MCP Direct Functions
+
+Direct functions (the `*Direct` functions in `mcp-server/src/core/direct-functions/`) need to carefully implement silent mode to prevent console logs from interfering with the structured JSON responses required by MCP. This involves both using `enableSilentMode`/`disableSilentMode` around core function calls AND passing the MCP logger via the standard wrapper pattern (see mcp.mdc). Here's the standard pattern for correct implementation:
+
+1. **Import Silent Mode Utilities**:
+   ```javascript
+   import { enableSilentMode, disableSilentMode, isSilentMode } from '../../../../scripts/modules/utils.js';
+   ```
+
+2. **Parameter Matching with Core Functions**:
+   - ✅ **DO**: Ensure direct function parameters match the core function parameters
+   - ✅ **DO**: Check the original core function signature before implementing
+   - ❌ **DON'T**: Add parameters to direct functions that don't exist in core functions
+   ```javascript
+   // Example: Core function signature
+   // async function expandTask(tasksPath, taskId, numSubtasks, useResearch, additionalContext, options)
+   
+   // Direct function implementation - extract only parameters that exist in core
+   export async function expandTaskDirect(args, log, context = {}) {
+     // Extract parameters that match the core function
+     const taskId = parseInt(args.id, 10);
+     const numSubtasks = args.num ? parseInt(args.num, 10) : undefined;
+     const useResearch = args.research === true;
+     const additionalContext = args.prompt || '';
+     
+     // Later pass these parameters in the correct order to the core function
+     const result = await expandTask(
+       tasksPath, 
+       taskId, 
+       numSubtasks, 
+       useResearch, 
+       additionalContext,
+       { mcpLog: log, session: context.session }
+     );
+   }
+   ```
+
+3. **Checking Silent Mode State**:
+   - ✅ **DO**: Always use `isSilentMode()` function to check current status
+   - ❌ **DON'T**: Directly access the global `silentMode` variable or `global.silentMode`
+   ```javascript
+   // CORRECT: Use the function to check current state
+   if (!isSilentMode()) {
+     // Only create a loading indicator if not in silent mode
+     loadingIndicator = startLoadingIndicator('Processing...');
+   }
+   
+   // INCORRECT: Don't access global variables directly
+   if (!silentMode) { // ❌ WRONG
+     loadingIndicator = startLoadingIndicator('Processing...');
+   }
+   ```
+
+4. **Wrapping Core Function Calls**:
+   - ✅ **DO**: Use a try/finally block pattern to ensure silent mode is always restored
+   - ✅ **DO**: Enable silent mode before calling core functions that produce console output
+   - ✅ **DO**: Disable silent mode in a finally block to ensure it runs even if errors occur
+   - ❌ **DON'T**: Enable silent mode without ensuring it gets disabled
+   ```javascript
+   export async function someDirectFunction(args, log) {
+     try {
+       // Argument preparation
+       const tasksPath = findTasksJsonPath(args, log);
+       const someArg = args.someArg;
+       
+       // Enable silent mode to prevent console logs
+       enableSilentMode();
+       
+       try {
+         // Call core function which might produce console output
+         const result = await someCoreFunction(tasksPath, someArg);
+         
+         // Return standardized result object
+         return { 
+           success: true, 
+           data: result, 
+           fromCache: false 
+         };
+       } finally {
+         // ALWAYS disable silent mode in finally block
+         disableSilentMode();
+       }
+     } catch (error) {
+       // Standard error handling
+       log.error(`Error in direct function: ${error.message}`);
+       return { 
+         success: false, 
+         error: { code: 'OPERATION_ERROR', message: error.message }, 
+         fromCache: false 
+       };
+     }
+   }
+   ```
+
+5. **Mixed Parameter and Global Silent Mode Handling**:
+   - For functions that need to handle both a passed `silentMode` parameter and check global state:
+   ```javascript
+   // Check both the function parameter and global state
+   const isSilent = options.silentMode || (typeof options.silentMode === 'undefined' && isSilentMode());
+   
+   if (!isSilent) {
+     console.log('Operation starting...');
+   }
+   ```
+
+By following these patterns consistently, direct functions will properly manage console output suppression while ensuring that silent mode is always properly reset, even when errors occur. This creates a more robust system that helps prevent unexpected silent mode states that could cause logging problems in subsequent operations.
 
 - **Testing Architecture**:
 
@@ -205,7 +312,7 @@ Follow these steps to add MCP support for an existing Task Master command (see [
 
 1.  **Ensure Core Logic Exists**: Verify the core functionality is implemented and exported from the relevant module in `scripts/modules/`.
 
-2.  **Create Direct Function File in `mcp-server/src/core/direct-functions/`**:
+2.  **Create Direct Function File in `mcp-server/src/core/direct-functions/`:**
     - Create a new file (e.g., `your-command.js`) using **kebab-case** naming.
     - Import necessary core functions, **`findTasksJsonPath` from `../utils/path-utils.js`**, and **silent mode utilities**.
     - Implement `async function yourCommandDirect(args, log)` using **camelCase** with `Direct` suffix:

.cursor/rules/commands.mdc

@@ -152,8 +152,8 @@ When implementing commands that delete or remove data (like `remove-task` or `re
   ```javascript
   // ✅ DO: Suggest alternatives for destructive operations
   console.log(chalk.yellow('Note: If you just want to exclude this task from active work, consider:'));
-  console.log(chalk.cyan(`  task-master set-status --id=${taskId} --status=cancelled`));
-  console.log(chalk.cyan(`  task-master set-status --id=${taskId} --status=deferred`));
+  console.log(chalk.cyan(`  task-master set-status --id='${taskId}' --status='cancelled'`));
+  console.log(chalk.cyan(`  task-master set-status --id='${taskId}' --status='deferred'`));
   console.log('This preserves the task and its history for reference.');
   ```
 
@@ -253,7 +253,7 @@ When implementing commands that delete or remove data (like `remove-task` or `re
   const taskId = parseInt(options.id, 10);
   if (isNaN(taskId) || taskId <= 0) {
     console.error(chalk.red(`Error: Invalid task ID: ${options.id}. Task ID must be a positive integer.`));
-    console.log(chalk.yellow('Usage example: task-master update-task --id=23 --prompt="Update with new information"'));
+    console.log(chalk.yellow('Usage example: task-master update-task --id=\'23\' --prompt=\'Update with new information.\nEnsure proper error handling.\''));
     process.exit(1);
   }
   
@@ -299,8 +299,8 @@ When implementing commands that delete or remove data (like `remove-task` or `re
     (dependencies.length > 0 ? chalk.white(`Dependencies: ${dependencies.join(', ')}`) + '\n' : '') +
     '\n' +
     chalk.white.bold('Next Steps:') + '\n' +
-    chalk.cyan(`1. Run ${chalk.yellow(`task-master show ${parentId}`)} to see the parent task with all subtasks`) + '\n' +
-    chalk.cyan(`2. Run ${chalk.yellow(`task-master set-status --id=${parentId}.${subtask.id} --status=in-progress`)} to start working on it`),
+    chalk.cyan(`1. Run ${chalk.yellow(`task-master show '${parentId}'`)} to see the parent task with all subtasks`) + '\n' +
+    chalk.cyan(`2. Run ${chalk.yellow(`task-master set-status --id='${parentId}.${subtask.id}' --status='in-progress'`)} to start working on it`),
     { padding: 1, borderColor: 'green', borderStyle: 'round', margin: { top: 1 } }
   ));
   ```
@@ -375,7 +375,7 @@ When implementing commands that delete or remove data (like `remove-task` or `re
       '  --option1 <value>    Description of option1 (required)\n' +
       '  --option2 <value>    Description of option2\n\n' +
       chalk.cyan('Examples:') + '\n' +
-      '  task-master command --option1=value --option2=value',
+      '  task-master command --option1=\'value1\' --option2=\'value2\'',
       { padding: 1, borderColor: 'blue', borderStyle: 'round' }
     ));
   }
@@ -418,7 +418,7 @@ When implementing commands that delete or remove data (like `remove-task` or `re
     // Provide more helpful error messages for common issues
     if (error.message.includes('task') && error.message.includes('not found')) {
       console.log(chalk.yellow('\nTo fix this issue:'));
-      console.log('  1. Run task-master list to see all available task IDs');
+      console.log('  1. Run \'task-master list\' to see all available task IDs');
       console.log('  2. Use a valid task ID with the --id parameter');
     } else if (error.message.includes('API key')) {
       console.log(chalk.yellow('\nThis error is related to API keys. Check your environment variables.'));
@@ -561,4 +561,46 @@ When implementing commands that delete or remove data (like `remove-task` or `re
   }
   ```
 
-Refer to [`commands.js`](mdc:scripts/modules/commands.js) for implementation examples and [`new_features.mdc`](mdc:.cursor/rules/new_features.mdc) for integration guidelines. 
+Refer to [`commands.js`](mdc:scripts/modules/commands.js) for implementation examples and [`new_features.mdc`](mdc:.cursor/rules/new_features.mdc) for integration guidelines. 
+// Helper function to show add-subtask command help
+function showAddSubtaskHelp() {
+  console.log(boxen(
+    chalk.white.bold('Add Subtask Command Help') + '\n\n' +
+    chalk.cyan('Usage:') + '\n' +
+    `  task-master add-subtask --parent=<id> [options]\n\n` +
+    chalk.cyan('Options:') + '\n' +
+    '  -p, --parent <id>         Parent task ID (required)\n' +
+    '  -i, --task-id <id>        Existing task ID to convert to subtask\n' +
+    '  -t, --title <title>       Title for the new subtask\n' +
+    '  -d, --description <text>  Description for the new subtask\n' +
+    '  --details <text>          Implementation details for the new subtask\n' +
+    '  --dependencies <ids>      Comma-separated list of dependency IDs\n' +
+    '  -s, --status <status>     Status for the new subtask (default: "pending")\n' +
+    '  -f, --file <file>         Path to the tasks file (default: "tasks/tasks.json")\n' +
+    '  --skip-generate           Skip regenerating task files\n\n' +
+    chalk.cyan('Examples:') + '\n' +
+    '  task-master add-subtask --parent=\'5\' --task-id=\'8\'\n' +
+    '  task-master add-subtask -p \'5\' -t \'Implement login UI\' -d \'Create the login form\'\n' +
+    '  task-master add-subtask -p \'5\' -t \'Handle API Errors\' --details $\'Handle 401 Unauthorized.\nHandle 500 Server Error.\'',
+    { padding: 1, borderColor: 'blue', borderStyle: 'round' }
+  ));
+}
+
+// Helper function to show remove-subtask command help
+function showRemoveSubtaskHelp() {
+  console.log(boxen(
+    chalk.white.bold('Remove Subtask Command Help') + '\n\n' +
+    chalk.cyan('Usage:') + '\n' +
+    `  task-master remove-subtask --id=<parentId.subtaskId> [options]\n\n` +
+    chalk.cyan('Options:') + '\n' +
+    '  -i, --id <id>       Subtask ID(s) to remove in format "parentId.subtaskId" (can be comma-separated, required)\n' +
+    '  -c, --convert       Convert the subtask to a standalone task instead of deleting it\n' +
+    '  -f, --file <file>   Path to the tasks file (default: "tasks/tasks.json")\n' +
+    '  --skip-generate     Skip regenerating task files\n\n' +
+    chalk.cyan('Examples:') + '\n' +
+    '  task-master remove-subtask --id=\'5.2\'\n' +
+    '  task-master remove-subtask --id=\'5.2,6.3,7.1\'\n' +
+    '  task-master remove-subtask --id=\'5.2\' --convert',
+    { padding: 1, borderColor: 'blue', borderStyle: 'round' }
+  ));
+} 

.cursor/rules/dev_workflow.mdc

@@ -29,7 +29,7 @@ Task Master offers two primary ways to interact:
 
 ## Standard Development Workflow Process
 
--   Start new projects by running `init` tool / `task-master init` or `parse_prd` / `task-master parse-prd --input=<prd-file.txt>` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) to generate initial tasks.json
+-   Start new projects by running `init` tool / `task-master init` or `parse_prd` / `task-master parse-prd --input='<prd-file.txt>'` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) to generate initial tasks.json
 -   Begin coding sessions with `get_tasks` / `task-master list` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) to see current tasks, status, and IDs
 -   Determine the next task to work on using `next_task` / `task-master next` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)).
 -   Analyze task complexity with `analyze_complexity` / `task-master analyze-complexity --research` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) before breaking down tasks
@@ -45,7 +45,7 @@ Task Master offers two primary ways to interact:
 -   Update dependent tasks when implementation differs from original plan using `update` / `task-master update --from=<id> --prompt="..."` or `update_task` / `task-master update-task --id=<id> --prompt="..."` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc))
 -   Add new tasks discovered during implementation using `add_task` / `task-master add-task --prompt="..."` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)).
 -   Add new subtasks as needed using `add_subtask` / `task-master add-subtask --parent=<id> --title="..."` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)).
--   Append notes or details to subtasks using `update_subtask` / `task-master update-subtask --id=<subtaskId> --prompt="..."` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)).
+-   Append notes or details to subtasks using `update_subtask` / `task-master update-subtask --id=<subtaskId> --prompt='Add implementation notes here...\nMore details...'` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)).
 -   Generate task files with `generate` / `task-master generate` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) after updating tasks.json
 -   Maintain valid dependency structure with `add_dependency`/`remove_dependency` tools or `task-master add-dependency`/`remove-dependency` commands, `validate_dependencies` / `task-master validate-dependencies`, and `fix_dependencies` / `task-master fix-dependencies` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) when needed
 -   Respect dependency chains and task priorities when selecting work
@@ -74,8 +74,8 @@ Task Master offers two primary ways to interact:
 -   When implementation differs significantly from planned approach
 -   When future tasks need modification due to current implementation choices
 -   When new dependencies or requirements emerge
--   Use `update` / `task-master update --from=<futureTaskId> --prompt="<explanation>"` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) to update multiple future tasks.
--   Use `update_task` / `task-master update-task --id=<taskId> --prompt="<explanation>"` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) to update a single specific task.
+-   Use `update` / `task-master update --from=<futureTaskId> --prompt='<explanation>\nUpdate context...'` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) to update multiple future tasks.
+-   Use `update_task` / `task-master update-task --id=<taskId> --prompt='<explanation>\nUpdate context...'` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) to update a single specific task.
 
 ## Task Status Management
 
@@ -150,6 +150,59 @@ Task Master offers two primary ways to interact:
 - Task files are automatically regenerated after dependency changes
 - Dependencies are visualized with status indicators in task listings and files
 
+## Iterative Subtask Implementation
+
+Once a task has been broken down into subtasks using `expand_task` or similar methods, follow this iterative process for implementation:
+
+1.  **Understand the Goal (Preparation):**
+    *   Use `get_task` / `task-master show <subtaskId>` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)) to thoroughly understand the specific goals and requirements of the subtask.
+
+2.  **Initial Exploration & Planning (Iteration 1):**
+    *   This is the first attempt at creating a concrete implementation plan.
+    *   Explore the codebase to identify the precise files, functions, and even specific lines of code that will need modification.
+    *   Determine the intended code changes (diffs) and their locations.
+    *   Gather *all* relevant details from this exploration phase.
+
+3.  **Log the Plan:**
+    *   Run `update_subtask` / `task-master update-subtask --id=<subtaskId> --prompt='<detailed plan>'` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)).
+    *   Provide the *complete and detailed* findings from the exploration phase in the prompt. Include file paths, line numbers, proposed diffs, reasoning, and any potential challenges identified. Do not omit details. The goal is to create a rich, timestamped log within the subtask's `details`.
+
+4.  **Verify the Plan:**
+    *   Run `get_task` / `task-master show <subtaskId>` again to confirm that the detailed implementation plan has been successfully appended to the subtask's details.
+
+5.  **Begin Implementation:**
+    *   Set the subtask status using `set_task_status` / `task-master set-status --id=<subtaskId> --status=in-progress` (see [`taskmaster.mdc`](mdc:.cursor/rules/taskmaster.mdc)).
+    *   Start coding based on the logged plan.
+
+6.  **Refine and Log Progress (Iteration 2+):**
+    *   As implementation progresses, you will encounter challenges, discover nuances, or confirm successful approaches.
+    *   **Before appending new information**: Briefly review the *existing* details logged in the subtask (using `get_task` or recalling from context) to ensure the update adds fresh insights and avoids redundancy.
+    *   **Regularly** use `update_subtask` / `task-master update-subtask --id=<subtaskId> --prompt='<update details>\n- What worked...\n- What didn't work...'` to append new findings.
+    *   **Crucially, log:**
+        *   What worked ("fundamental truths" discovered).
+        *   What didn't work and why (to avoid repeating mistakes).
+        *   Specific code snippets or configurations that were successful.
+        *   Decisions made, especially if confirmed with user input.
+        *   Any deviations from the initial plan and the reasoning.
+    *   The objective is to continuously enrich the subtask's details, creating a log of the implementation journey that helps the AI (and human developers) learn, adapt, and avoid repeating errors.
+
+7.  **Review & Update Rules (Post-Implementation):**
+    *   Once the implementation for the subtask is functionally complete, review all code changes and the relevant chat history.
+    *   Identify any new or modified code patterns, conventions, or best practices established during the implementation.
+    *   Create new or update existing Cursor rules in the `.cursor/rules/` directory to capture these patterns, following the guidelines in [`cursor_rules.mdc`](mdc:.cursor/rules/cursor_rules.mdc) and [`self_improve.mdc`](mdc:.cursor/rules/self_improve.mdc).
+
+8.  **Mark Task Complete:**
+    *   After verifying the implementation and updating any necessary rules, mark the subtask as completed: `set_task_status` / `task-master set-status --id=<subtaskId> --status=done`.
+
+9.  **Commit Changes (If using Git):**
+    *   Stage the relevant code changes and any updated/new rule files (`git add .`).
+    *   Craft a comprehensive Git commit message summarizing the work done for the subtask, including both code implementation and any rule adjustments.
+    *   Execute the commit command directly in the terminal (e.g., `git commit -m 'feat(module): Implement feature X for subtask <subtaskId>\n\n- Details about changes...\n- Updated rule Y for pattern Z'`).
+    *   Consider if a Changeset is needed according to [`changeset.mdc`](mdc:.cursor/rules/changeset.mdc). If so, run `npm run changeset`, stage the generated file, and amend the commit or create a new one.
+
+10. **Proceed to Next Subtask:**
+    *   Identify the next subtask in the dependency chain (e.g., using `next_task` / `task-master next`) and repeat this iterative process starting from step 1.
+
 ## Code Analysis & Refactoring Techniques
 
 - **Top-Level Function Search**:

.cursor/rules/mcp.mdc

@@ -67,65 +67,127 @@ When implementing a new direct function in `mcp-server/src/core/direct-functions
      ```
 
 4. **Comprehensive Error Handling**:
-   - ✅ **DO**: Wrap core function calls in try/catch blocks
+   - ✅ **DO**: Wrap core function calls *and AI calls* in try/catch blocks
    - ✅ **DO**: Log errors with appropriate severity and context
-   - ✅ **DO**: Return standardized error objects with code and message
-   - ✅ **DO**: Handle file system errors separately from function-specific errors
+   - ✅ **DO**: Return standardized error objects with code and message (`{ success: false, error: { code: '...', message: '...' } }`)
+   - ✅ **DO**: Handle file system errors, AI client errors, AI processing errors, and core function errors distinctly with appropriate codes.
    - **Example**:
      ```javascript
      try {
-       // Core function call
+       // Core function call or AI logic
      } catch (error) {
-       log.error(`Failed to execute command: ${error.message}`);
+       log.error(`Failed to execute direct function logic: ${error.message}`);
        return {
          success: false,
          error: {
-           code: error.code || 'DIRECT_FUNCTION_ERROR',
+           code: error.code || 'DIRECT_FUNCTION_ERROR', // Use specific codes like AI_CLIENT_ERROR, etc.
            message: error.message,
-           details: error.stack
+           details: error.stack // Optional: Include stack in debug mode
          },
-         fromCache: false
+         fromCache: false // Ensure this is included if applicable
        };
      }
      ```
 
-5. **Silent Mode Implementation**:
-   - ✅ **DO**: Import silent mode utilities at the top of your file
+5. **Handling Logging Context (`mcpLog`)**:
+   - **Requirement**: Core functions that use the internal `report` helper function (common in `task-manager.js`, `dependency-manager.js`, etc.) expect the `options` object to potentially contain an `mcpLog` property. This `mcpLog` object **must** have callable methods for each log level (e.g., `mcpLog.info(...)`, `mcpLog.error(...)`).
+   - **Challenge**: The `log` object provided by FastMCP to the direct function's context, while functional, might not perfectly match this expected structure or could change in the future. Passing it directly can lead to runtime errors like `mcpLog[level] is not a function`.
+   - **Solution: The Logger Wrapper Pattern**: To reliably bridge the FastMCP `log` object and the core function's `mcpLog` expectation, use a simple wrapper object within the direct function:
      ```javascript
-     import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+     // Standard logWrapper pattern within a Direct Function
+     const logWrapper = {
+       info: (message, ...args) => log.info(message, ...args),
+       warn: (message, ...args) => log.warn(message, ...args),
+       error: (message, ...args) => log.error(message, ...args),
+       debug: (message, ...args) => log.debug && log.debug(message, ...args), // Handle optional debug
+       success: (message, ...args) => log.info(message, ...args) // Map success to info if needed
+     };
+
+     // ... later when calling the core function ...
+     await coreFunction(
+       // ... other arguments ...
+       tasksPath, 
+       taskId,
+       { 
+         mcpLog: logWrapper, // Pass the wrapper object
+         session 
+       },
+       'json' // Pass 'json' output format if supported by core function
+     );
      ```
-   - ✅ **DO**: Wrap core function calls with silent mode control
-     ```javascript
-     // Enable silent mode before the core function call
-     enableSilentMode();
-     
-     // Execute core function
-     const result = await coreFunction(param1, param2);
-     
-     // Restore normal logging
-     disableSilentMode();
-     ```
-   - ✅ **DO**: Add proper error handling to ensure silent mode is disabled
-     ```javascript
-     try {
-       enableSilentMode();
-       // Core function execution
-       const result = await coreFunction(param1, param2);
-       disableSilentMode();
-       return { success: true, data: result };
-     } catch (error) {
-       // Make sure to restore normal logging even if there's an error
-       disableSilentMode();
-       log.error(`Error in function: ${error.message}`);
-       return { 
-         success: false, 
-         error: { code: 'ERROR_CODE', message: error.message } 
-       };
-     }
-     ```
-   - ❌ **DON'T**: Forget to disable silent mode when errors occur
-   - ❌ **DON'T**: Leave silent mode enabled outside a direct function's scope
-   - ❌ **DON'T**: Skip silent mode for core function calls that generate logs
+   - **Critical For JSON Output Format**: Passing the `logWrapper` as `mcpLog` serves a dual purpose:
+     1. **Prevents Runtime Errors**: It ensures the `mcpLog[level](...)` calls within the core function succeed
+     2. **Controls Output Format**: In functions like `updateTaskById` and `updateSubtaskById`, the presence of `mcpLog` in the options triggers setting `outputFormat = 'json'` (instead of 'text'). This prevents UI elements (spinners, boxes) from being generated, which would break the JSON response.
+   - **Proven Solution**: This pattern has successfully fixed multiple issues in our MCP tools (including `update-task` and `update-subtask`), where direct passing of the `log` object or omitting `mcpLog` led to either runtime errors or JSON parsing failures from UI output.
+   - **When To Use**: Implement this wrapper in any direct function that calls a core function with an `options` object that might use `mcpLog` for logging or output format control.
+   - **Why it Works**: The `logWrapper` explicitly defines the `.info()`, `.warn()`, `.error()`, etc., methods that the core function's `report` helper needs, ensuring the `mcpLog[level](...)` call succeeds. It simply forwards the logging calls to the actual FastMCP `log` object.
+   - **Combined with Silent Mode**: Remember that using the `logWrapper` for `mcpLog` is **necessary *in addition* to using `enableSilentMode()` / `disableSilentMode()`** (see next point). The wrapper handles structured logging *within* the core function, while silent mode suppresses direct `console.log` and UI elements (spinners, boxes) that would break the MCP JSON response.
+
+6. **Silent Mode Implementation**:
+    - ✅ **DO**: Import silent mode utilities at the top: `import { enableSilentMode, disableSilentMode, isSilentMode } from '../../../../scripts/modules/utils.js';`
+    - ✅ **DO**: Ensure core Task Master functions called from direct functions do **not** pollute `stdout` with console output (banners, spinners, logs) that would break MCP's JSON communication.
+      - **Preferred**: Modify the core function to accept an `outputFormat: 'json'` parameter and check it internally before printing UI elements. Pass `'json'` from the direct function.
+      - **Required Fallback/Guarantee**: If the core function cannot be modified or its output suppression is unreliable, **wrap the core function call** within the direct function using `enableSilentMode()` / `disableSilentMode()` in a `try/finally` block. This guarantees no console output interferes with the MCP response.
+    - ✅ **DO**: Use `isSilentMode()` function to check global silent mode status if needed (rare in direct functions), NEVER access the global `silentMode` variable directly.
+    - ❌ **DON'T**: Wrap AI client initialization or AI API calls in `enable/disableSilentMode`; their logging is controlled via the `log` object (passed potentially within the `logWrapper` for core functions).
+    - ❌ **DON'T**: Assume a core function is silent just because it *should* be. Verify or use the `enable/disableSilentMode` wrapper.
+    - **Example (Direct Function Guaranteeing Silence and using Log Wrapper)**:
+      ```javascript
+      export async function coreWrapperDirect(args, log, context = {}) {
+        const { session } = context;
+        const tasksPath = findTasksJsonPath(args, log);
+        
+        // Create the logger wrapper
+        const logWrapper = { /* ... as defined above ... */ };
+
+        enableSilentMode(); // Ensure silence for direct console output
+        try {
+          // Call core function, passing wrapper and 'json' format
+          const result = await coreFunction(
+             tasksPath, 
+             args.param1, 
+             { mcpLog: logWrapper, session }, 
+             'json' // Explicitly request JSON format if supported
+          ); 
+          return { success: true, data: result };
+        } catch (error) {
+           log.error(`Error: ${error.message}`);
+           // Return standardized error object
+           return { success: false, error: { /* ... */ } };
+        } finally {
+           disableSilentMode(); // Critical: Always disable in finally
+        }
+      }
+      ```
+
+7. **Debugging MCP/Core Logic Interaction**:
+    - ✅ **DO**: If an MCP tool fails with unclear errors (like JSON parsing failures), run the equivalent `task-master` CLI command in the terminal. The CLI often provides more detailed error messages originating from the core logic (e.g., `ReferenceError`, stack traces) that are obscured by the MCP layer.
+
+### Specific Guidelines for AI-Based Direct Functions
+
+Direct functions that interact with AI (e.g., `addTaskDirect`, `expandTaskDirect`) have additional responsibilities:
+
+- **Context Parameter**: These functions receive an additional `context` object as their third parameter. **Critically, this object should only contain `{ session }`**. Do NOT expect or use `reportProgress` from this context.
+  ```javascript
+  export async function yourAIDirect(args, log, context = {}) {
+    const { session } = context; // Only expect session
+    // ...
+  }
+  ```
+- **AI Client Initialization**:
+  - ✅ **DO**: Use the utilities from [`mcp-server/src/core/utils/ai-client-utils.js`](mdc:mcp-server/src/core/utils/ai-client-utils.js) (e.g., `getAnthropicClientForMCP(session, log)`) to get AI client instances. These correctly use the `session` object to resolve API keys.
+  - ✅ **DO**: Wrap client initialization in a try/catch block and return a specific `AI_CLIENT_ERROR` on failure.
+- **AI Interaction**:
+  - ✅ **DO**: Build prompts using helper functions where appropriate (e.g., from `ai-prompt-helpers.js`).
+  - ✅ **DO**: Make the AI API call using appropriate helpers (e.g., `_handleAnthropicStream`). Pass the `log` object to these helpers for internal logging. **Do NOT pass `reportProgress`**.
+  - ✅ **DO**: Parse the AI response using helpers (e.g., `parseTaskJsonResponse`) and handle parsing errors with a specific code (e.g., `RESPONSE_PARSING_ERROR`).
+- **Calling Core Logic**:
+  - ✅ **DO**: After successful AI interaction, call the relevant core Task Master function (from `scripts/modules/`) if needed (e.g., `addTaskDirect` calls `addTask`).
+  - ✅ **DO**: Pass necessary data, including potentially the parsed AI results, to the core function.
+  - ✅ **DO**: If the core function can produce console output, call it with an `outputFormat: 'json'` argument (or similar, depending on the function) to suppress CLI output. Ensure the core function is updated to respect this. Use `enableSilentMode/disableSilentMode` around the core function call as a fallback if `outputFormat` is not supported or insufficient.
+- **Progress Indication**:
+  - ❌ **DON'T**: Call `reportProgress` within the direct function.
+  - ✅ **DO**: If intermediate progress status is needed *within* the long-running direct function, use standard logging: `log.info('Progress: Processing AI response...')`.
 
 ## Tool Definition and Execution
 
@@ -159,14 +221,21 @@ server.addTool({
 The `execute` function receives validated arguments and the FastMCP context:
 
 ```javascript
+// Standard signature
 execute: async (args, context) => {
   // Tool implementation
 }
+
+// Destructured signature (recommended)
+execute: async (args, { log, reportProgress, session }) => {
+  // Tool implementation
+}
 ```
 
 - **args**: The first parameter contains all the validated parameters defined in the tool's schema.
 - **context**: The second parameter is an object containing `{ log, reportProgress, session }` provided by FastMCP.
-  - ✅ **DO**: `execute: async (args, { log, reportProgress, session }) => {}`
+  - ✅ **DO**: Use `{ log, session }` when calling direct functions.
+  - ⚠️ **WARNING**: Avoid passing `reportProgress` down to direct functions due to client compatibility issues. See Progress Reporting Convention below.
 
 ### Standard Tool Execution Pattern
 
@@ -174,20 +243,27 @@ The `execute` method within each MCP tool (in `mcp-server/src/tools/*.js`) shoul
 
 1.  **Log Entry**: Log the start of the tool execution with relevant arguments.
 2.  **Get Project Root**: Use the `getProjectRootFromSession(session, log)` utility (from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js)) to extract the project root path from the client session. Fall back to `args.projectRoot` if the session doesn't provide a root.
-3.  **Call Direct Function**: Invoke the corresponding `*Direct` function wrapper (e.g., `listTasksDirect` from [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js)), passing an updated `args` object that includes the resolved `projectRoot`, along with the `log` object: `await someDirectFunction({ ...args, projectRoot: resolvedRootFolder }, log);`
+3.  **Call Direct Function**: Invoke the corresponding `*Direct` function wrapper (e.g., `listTasksDirect` from [`task-master-core.js`](mdc:mcp-server/src/core/task-master-core.js)), passing an updated `args` object that includes the resolved `projectRoot`. Crucially, the third argument (context) passed to the direct function should **only include `{ log, session }`**. **Do NOT pass `reportProgress`**.
+    ```javascript
+    // Example call to a non-AI direct function
+    const result = await someDirectFunction({ ...args, projectRoot }, log); 
+    
+    // Example call to an AI-based direct function
+    const resultAI = await someAIDirect({ ...args, projectRoot }, log, { session }); 
+    ```
 4.  **Handle Result**: Receive the result object (`{ success, data/error, fromCache }`) from the `*Direct` function.
 5.  **Format Response**: Pass this result object to the `handleApiResult` utility (from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js)) for standardized MCP response formatting and error handling.
 6.  **Return**: Return the formatted response object provided by `handleApiResult`.
 
 ```javascript
-// Example execute method structure
+// Example execute method structure for a tool calling an AI-based direct function
 import { getProjectRootFromSession, handleApiResult, createErrorResponse } from './utils.js';
-import { someDirectFunction } from '../core/task-master-core.js';
+import { someAIDirectFunction } from '../core/task-master-core.js';
 
 // ... inside server.addTool({...})
-execute: async (args, { log, reportProgress, session }) => {
+execute: async (args, { log, session }) => { // Note: reportProgress is omitted here
   try {
-    log.info(`Starting tool execution with args: ${JSON.stringify(args)}`);
+    log.info(`Starting AI tool execution with args: ${JSON.stringify(args)}`);
 
     // 1. Get Project Root
     let rootFolder = getProjectRootFromSession(session, log);
@@ -196,17 +272,17 @@ execute: async (args, { log, reportProgress, session }) => {
       log.info(`Using project root from args as fallback: ${rootFolder}`);
     }
 
-    // 2. Call Direct Function (passing resolved root)
-    const result = await someDirectFunction({
+    // 2. Call AI-Based Direct Function (passing only log and session in context)
+    const result = await someAIDirectFunction({
       ...args,
       projectRoot: rootFolder // Ensure projectRoot is explicitly passed
-    }, log);
+    }, log, { session }); // Pass session here, NO reportProgress
 
     // 3. Handle and Format Response
     return handleApiResult(result, log);
 
   } catch (error) {
-    log.error(`Error during tool execution: ${error.message}`);
+    log.error(`Error during AI tool execution: ${error.message}`);
     return createErrorResponse(error.message);
   }
 }
@@ -214,15 +290,17 @@ execute: async (args, { log, reportProgress, session }) => {
 
 ### Using AsyncOperationManager for Background Tasks
 
-For tools that execute long-running operations, use the AsyncOperationManager to run them in the background:
+For tools that execute potentially long-running operations *where the AI call is just one part* (e.g., `expand-task`, `update`), use the AsyncOperationManager. The `add-task` command, as refactored, does *not* require this in the MCP tool layer because the direct function handles the primary AI work and returns the final result synchronously from the perspective of the MCP tool.
+
+For tools that *do* use `AsyncOperationManager`:
 
 ```javascript
-import { asyncOperationManager } from '../core/utils/async-manager.js';
+import { AsyncOperationManager } from '../utils/async-operation-manager.js'; // Correct path assuming utils location
 import { getProjectRootFromSession, createContentResponse, createErrorResponse } from './utils.js';
 import { someIntensiveDirect } from '../core/task-master-core.js';
 
 // ... inside server.addTool({...})
-execute: async (args, { log, reportProgress, session }) => {
+execute: async (args, { log, session }) => { // Note: reportProgress omitted
   try {
     log.info(`Starting background operation with args: ${JSON.stringify(args)}`);
 
@@ -232,53 +310,59 @@ execute: async (args, { log, reportProgress, session }) => {
       rootFolder = args.projectRoot;
       log.info(`Using project root from args as fallback: ${rootFolder}`);
     }
+    
+    // Create operation description
+    const operationDescription = `Expanding task ${args.id}...`; // Example
 
-    // 2. Add operation to the async manager
-    const operationId = asyncOperationManager.addOperation(
-      someIntensiveDirect, // The direct function to execute
-      { ...args, projectRoot: rootFolder }, // Args to pass
-      { log, reportProgress, session } // Context to preserve
+    // 2. Start async operation using AsyncOperationManager
+    const operation = AsyncOperationManager.createOperation(
+      operationDescription,
+      async (reportProgressCallback) => { // This callback is provided by AsyncOperationManager
+        // This runs in the background
+        try {
+          // Report initial progress *from the manager's callback*
+          reportProgressCallback({ progress: 0, status: 'Starting operation...' });
+
+          // Call the direct function (passing only session context)
+          const result = await someIntensiveDirect(
+            { ...args, projectRoot: rootFolder }, 
+            log, 
+            { session } // Pass session, NO reportProgress
+          );
+
+          // Report final progress *from the manager's callback*
+          reportProgressCallback({
+            progress: 100,
+            status: result.success ? 'Operation completed' : 'Operation failed',
+            result: result.data, // Include final data if successful
+            error: result.error   // Include error object if failed
+          });
+
+          return result; // Return the direct function's result
+        } catch (error) {
+          // Handle errors within the async task
+           reportProgressCallback({
+            progress: 100,
+            status: 'Operation failed critically',
+            error: { message: error.message, code: error.code || 'ASYNC_OPERATION_FAILED' }
+          });
+          throw error; // Re-throw for the manager to catch
+        }
+      }
     );
 
     // 3. Return immediate response with operation ID
-    return createContentResponse({
-      message: "Operation started successfully",
-      operationId,
-      status: "pending"
-    });
+    return {
+        status: 202, // StatusCodes.ACCEPTED
+        body: {
+            success: true,
+            message: 'Operation started',
+            operationId: operation.id
+        }
+    };
   } catch (error) {
     log.error(`Error starting background operation: ${error.message}`);
-    return createErrorResponse(error.message);
-  }
-}
-```
-
-Clients should then use the `get_operation_status` tool to check on operation progress:
-
-```javascript
-// In get-operation-status.js
-import { asyncOperationManager } from '../core/utils/async-manager.js';
-import { createContentResponse, createErrorResponse } from './utils.js';
-
-// ... inside server.addTool({...})
-execute: async (args, { log }) => {
-  try {
-    const { operationId } = args;
-    log.info(`Checking status of operation: ${operationId}`);
-    
-    const status = asyncOperationManager.getStatus(operationId);
-    
-    if (status.status === 'not_found') {
-      return createErrorResponse(status.error.message);
-    }
-    
-    return createContentResponse({
-      ...status,
-      message: `Operation status: ${status.status}`
-    });
-  } catch (error) {
-    log.error(`Error checking operation status: ${error.message}`);
-    return createErrorResponse(error.message);
+    return createErrorResponse(`Failed to start operation: ${error.message}`); // Use standard error response
   }
 }
 ```
@@ -322,7 +406,7 @@ export function registerInitializeProjectTool(server) {
 
 ### Logging Convention
 
-The `log` object (destructured from `context`) provides standardized logging methods. Use it within both the `execute` method and the `*Direct` functions.
+The `log` object (destructured from `context`) provides standardized logging methods. Use it within both the `execute` method and the `*Direct` functions. **If progress indication is needed within a direct function, use `log.info()` instead of `reportProgress`**.
 
 ```javascript
 // Proper logging usage
@@ -330,19 +414,14 @@ log.info(`Starting ${toolName} with parameters: ${JSON.stringify(sanitizedArgs)}
 log.debug("Detailed operation info", { data });
 log.warn("Potential issue detected");
 log.error(`Error occurred: ${error.message}`, { stack: error.stack });
+log.info('Progress: 50% - AI call initiated...'); // Example progress logging
 ```
 
 ### Progress Reporting Convention
 
-Use `reportProgress` (destructured from `context`) for long-running operations. It expects an object `{ progress: number, total?: number }`.
-
-```javascript
-await reportProgress({ progress: 0 }); // Start
-// ... work ...
-await reportProgress({ progress: 50 }); // Intermediate (total optional)
-// ... more work ...
-await reportProgress({ progress: 100 }); // Complete
-```
+- ⚠️ **DEPRECATED within Direct Functions**: The `reportProgress` function passed in the `context` object should **NOT** be called from within `*Direct` functions. Doing so can cause client-side validation errors due to missing/incorrect `progressToken` handling.
+- ✅ **DO**: For tools using `AsyncOperationManager`, use the `reportProgressCallback` function *provided by the manager* within the background task definition (as shown in the `AsyncOperationManager` example above) to report progress updates for the *overall operation*.
+- ✅ **DO**: If finer-grained progress needs to be indicated *during* the execution of a `*Direct` function (whether called directly or via `AsyncOperationManager`), use `log.info()` statements (e.g., `log.info('Progress: Parsing AI response...')`).
 
 ### Session Usage Convention
 
@@ -350,32 +429,39 @@ The `session` object (destructured from `context`) contains authenticated sessio
 
 - **Authentication**: Access user-specific data (`session.userId`, etc.) if authentication is implemented.
 - **Project Root**: The primary use in Task Master is accessing `session.roots` to determine the client's project root directory via the `getProjectRootFromSession` utility (from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js)). See the Standard Tool Execution Pattern above.
+- **Environment Variables**: The `session.env` object is critical for AI tools. Pass the `session` object to the `*Direct` function's context, and then to AI client utility functions (like `getAnthropicClientForMCP`) which will extract API keys and other relevant environment settings (e.g., `MODEL`, `MAX_TOKENS`) from `session.env`.
 - **Capabilities**: Can be used to check client capabilities (`session.clientCapabilities`).
 
 ## Direct Function Wrappers (`*Direct`)
 
 These functions, located in `mcp-server/src/core/direct-functions/`, form the core logic execution layer for MCP tools.
 
-- **Purpose**: Bridge MCP tools and core Task Master modules (`scripts/modules/*`).
+- **Purpose**: Bridge MCP tools and core Task Master modules (`scripts/modules/*`). Handle AI interactions if applicable.
 - **Responsibilities**:
-  - Receive `args` (including the `projectRoot` determined by the tool) and `log` object.
-  - **Find `tasks.json`**: Use `findTasksJsonPath(args, log)` from [`core/utils/path-utils.js`](mdc:mcp-server/src/core/utils/path-utils.js). This function prioritizes the provided `args.projectRoot`.
+  - Receive `args` (including the `projectRoot` determined by the tool), `log` object, and optionally a `context` object (containing **only `{ session }` if needed).
+  - **Find `tasks.json`**: Use `findTasksJsonPath(args, log)` from [`core/utils/path-utils.js`](mdc:mcp-server/src/core/utils/path-utils.js).
   - Validate arguments specific to the core logic.
-  - **Implement Silent Mode**: Import and use `enableSilentMode` and `disableSilentMode` around core function calls.
-  - **Implement Caching**: Use `getCachedOrExecute` from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) for read operations.
-  - Call the underlying function from the core Task Master modules.
-  - Handle errors gracefully.
-  - Return a standardized result object: `{ success: boolean, data?: any, error?: { code: string, message: string }, fromCache: boolean }`.
+  - **Handle AI Logic (if applicable)**: Initialize AI clients (using `session` from context), build prompts, make AI calls, parse responses.
+  - **Implement Caching (if applicable)**: Use `getCachedOrExecute` from [`tools/utils.js`](mdc:mcp-server/src/tools/utils.js) for read operations.
+  - **Call Core Logic**: Call the underlying function from the core Task Master modules, passing necessary data (including AI results if applicable).
+    - ✅ **DO**: Pass `outputFormat: 'json'` (or similar) to the core function if it might produce console output.
+    - ✅ **DO**: Wrap the core function call with `enableSilentMode/disableSilentMode` if necessary.
+  - Handle errors gracefully (AI errors, core logic errors, file errors).
+  - Return a standardized result object: `{ success: boolean, data?: any, error?: { code: string, message: string }, fromCache?: boolean }`.
+  - ❌ **DON'T**: Call `reportProgress`. Use `log.info` for progress indication if needed.
 
 ## Key Principles
 
 - **Prefer Direct Function Calls**: MCP tools should always call `*Direct` wrappers instead of `executeTaskMasterCommand`.
-- **Standardized Execution Flow**: Follow the pattern: MCP Tool -> `getProjectRootFromSession` -> `*Direct` Function -> Core Logic.
+- **Standardized Execution Flow**: Follow the pattern: MCP Tool -> `getProjectRootFromSession` -> `*Direct` Function -> Core Logic / AI Logic.
 - **Path Resolution via Direct Functions**: The `*Direct` function is responsible for finding the exact `tasks.json` path using `findTasksJsonPath`, relying on the `projectRoot` passed in `args`.
-- **Silent Mode in Direct Functions**: Wrap all core function calls with `enableSilentMode()` and `disableSilentMode()` to prevent logs from interfering with JSON responses.
-- **Async Processing for Intensive Operations**: Use AsyncOperationManager for CPU-intensive or long-running operations.
+- **AI Logic in Direct Functions**: For AI-based tools, the `*Direct` function handles AI client initialization, calls, and parsing, using the `session` object passed in its context.
+- **Silent Mode in Direct Functions**: Wrap *core function* calls (from `scripts/modules`) with `enableSilentMode()` and `disableSilentMode()` if they produce console output not handled by `outputFormat`. Do not wrap AI calls.
+- **Selective Async Processing**: Use `AsyncOperationManager` in the *MCP Tool layer* for operations involving multiple steps or long waits beyond a single AI call (e.g., file processing + AI call + file writing). Simple AI calls handled entirely within the `*Direct` function (like `addTaskDirect`) may not need it at the tool layer.
+- **No `reportProgress` in Direct Functions**: Do not pass or use `reportProgress` within `*Direct` functions. Use `log.info()` for internal progress or report progress from the `AsyncOperationManager` callback in the MCP tool layer.
+- **Output Formatting**: Ensure core functions called by `*Direct` functions can suppress CLI output, ideally via an `outputFormat` parameter.
 - **Project Initialization**: Use the initialize_project tool for setting up new projects in integrated environments.
-- **Centralized Utilities**: Use helpers from `mcp-server/src/tools/utils.js` (like `handleApiResult`, `getProjectRootFromSession`, `getCachedOrExecute`) and `mcp-server/src/core/utils/path-utils.js` (`findTasksJsonPath`). See [`utilities.mdc`](mdc:.cursor/rules/utilities.mdc).
+- **Centralized Utilities**: Use helpers from `mcp-server/src/tools/utils.js`, `mcp-server/src/core/utils/path-utils.js`, and `mcp-server/src/core/utils/ai-client-utils.js`. See [`utilities.mdc`](mdc:.cursor/rules/utilities.mdc).
 - **Caching in Direct Functions**: Caching logic resides *within* the `*Direct` functions using `getCachedOrExecute`.
 
 ## Resources and Resource Templates
@@ -392,32 +478,38 @@ Resources provide LLMs with static or dynamic data without executing tools.
 
 Follow these steps to add MCP support for an existing Task Master command (see [`new_features.mdc`](mdc:.cursor/rules/new_features.mdc) for more detail):
 
-1.  **Ensure Core Logic Exists**: Verify the core functionality is implemented and exported from the relevant module in `scripts/modules/`.
+1.  **Ensure Core Logic Exists**: Verify the core functionality is implemented and exported from the relevant module in `scripts/modules/`. Ensure the core function can suppress console output (e.g., via an `outputFormat` parameter).
 
 2.  **Create Direct Function File in `mcp-server/src/core/direct-functions/`**:
     - Create a new file (e.g., `your-command.js`) using **kebab-case** naming.
-    - Import necessary core functions, **`findTasksJsonPath` from `../utils/path-utils.js`**, and **silent mode utilities**.
-    - Implement `async function yourCommandDirect(args, log)` using **camelCase** with `Direct` suffix:
-        - **Path Resolution**: Obtain the tasks file path using `const tasksPath = findTasksJsonPath(args, log);`. This handles project root detection automatically based on `args.projectRoot`.
+    - Import necessary core functions, `findTasksJsonPath`, silent mode utilities, and potentially AI client/prompt utilities.
+    - Implement `async function yourCommandDirect(args, log, context = {})` using **camelCase** with `Direct` suffix. **Remember `context` should only contain `{ session }` if needed (for AI keys/config).**
+        - **Path Resolution**: Obtain `tasksPath` using `findTasksJsonPath(args, log)`.
         - Parse other `args` and perform necessary validation.
-        - **Implement Silent Mode**: Wrap core function calls with enableSilentMode/disableSilentMode.
-        - **If Caching**: Implement caching using `getCachedOrExecute` from `../../tools/utils.js`.
-        - **If Not Caching**: Directly call the core logic function within a try/catch block.
-        - Format the return as `{ success: true/false, data/error, fromCache: boolean }`.
+        - **Handle AI (if applicable)**: Initialize clients using `get*ClientForMCP(session, log)`, build prompts, call AI, parse response. Handle AI-specific errors.
+        - **Implement Caching (if applicable)**: Use `getCachedOrExecute`.
+        - **Call Core Logic**:
+            - Wrap with `enableSilentMode/disableSilentMode` if necessary.
+            - Pass `outputFormat: 'json'` (or similar) if applicable.
+            - Handle errors from the core function.
+        - Format the return as `{ success: true/false, data/error, fromCache?: boolean }`.
+        - ❌ **DON'T**: Call `reportProgress`.
     - Export the wrapper function.
 
 3.  **Update `task-master-core.js` with Import/Export**: Import and re-export your `*Direct` function and add it to the `directFunctions` map.
 
 4.  **Create MCP Tool (`mcp-server/src/tools/`)**:
     - Create a new file (e.g., `your-command.js`) using **kebab-case**.
-    - Import `zod`, `handleApiResult`, `createErrorResponse`, **`getProjectRootFromSession`**, and your `yourCommandDirect` function.
+    - Import `zod`, `handleApiResult`, `createErrorResponse`, `getProjectRootFromSession`, and your `yourCommandDirect` function. Import `AsyncOperationManager` if needed.
     - Implement `registerYourCommandTool(server)`.
     - Define the tool `name` using **snake_case** (e.g., `your_command`).
-    - Define the `parameters` using `zod`. **Crucially, define `projectRoot` as optional**: `projectRoot: z.string().optional().describe(...)`. Include `file` if applicable.
-    - Implement the standard `async execute(args, { log, reportProgress, session })` method:
-      - Get `rootFolder` using `getProjectRootFromSession` (with fallback to `args.projectRoot`).
-      - Call `yourCommandDirect({ ...args, projectRoot: rootFolder }, log)`. 
-      - Pass the result to `handleApiResult(result, log, 'Error Message')`.
+    - Define the `parameters` using `zod`. Include `projectRoot: z.string().optional()`.
+    - Implement the `async execute(args, { log, session })` method (omitting `reportProgress` from destructuring).
+        - Get `rootFolder` using `getProjectRootFromSession(session, log)`.
+        - **Determine Execution Strategy**:
+            - **If using `AsyncOperationManager`**: Create the operation, call the `*Direct` function from within the async task callback (passing `log` and `{ session }`), report progress *from the callback*, and return the initial `ACCEPTED` response.
+            - **If calling `*Direct` function synchronously** (like `add-task`): Call `await yourCommandDirect({ ...args, projectRoot }, log, { session });`. Handle the result with `handleApiResult`.
+        - ❌ **DON'T**: Pass `reportProgress` down to the direct function in either case.
 
 5.  **Register Tool**: Import and call `registerYourCommandTool` in `mcp-server/src/tools/index.js`.
 

.cursor/rules/new_features.mdc

@@ -34,9 +34,9 @@ The standard pattern for adding a feature follows this workflow:
 ## Critical Checklist for New Features
 
 - **Comprehensive Function Exports**:
-  - ✅ **DO**: Export all helper functions and utility methods needed by your new function
-  - ✅ **DO**: Review dependencies and ensure functions like `findTaskById`, `taskExists` are exported
-  - ❌ **DON'T**: Assume internal functions are already exported - always check and add them explicitly
+  - ✅ **DO**: Export **all core functions, helper functions (like `generateSubtaskPrompt`), and utility methods** needed by your new function or command from their respective modules.
+  - ✅ **DO**: **Explicitly review the module's `export { ... }` block** at the bottom of the file to ensure every required dependency (even seemingly minor helpers like `findTaskById`, `taskExists`, specific prompt generators, AI call handlers, etc.) is included.
+  - ❌ **DON'T**: Assume internal functions are already exported - **always verify**. A missing export will cause runtime errors (e.g., `ReferenceError: generateSubtaskPrompt is not defined`).
   - **Example**: If implementing a feature that checks task existence, ensure the helper function is in exports:
   ```javascript
   // At the bottom of your module file:
@@ -45,14 +45,21 @@ The standard pattern for adding a feature follows this workflow:
     yourNewFunction,
     taskExists,  // Helper function used by yourNewFunction
     findTaskById, // Helper function used by yourNewFunction
+    generateSubtaskPrompt, // Helper needed by expand/add features
+    getSubtasksFromAI,     // Helper needed by expand/add features
   };
   ```
 
-- **Parameter Completeness**:
+- **Parameter Completeness and Matching**:
   - ✅ **DO**: Pass all required parameters to functions you call within your implementation
   - ✅ **DO**: Check function signatures before implementing calls to them
+  - ✅ **DO**: Verify that direct function parameters match their core function counterparts
+  - ✅ **DO**: When implementing a direct function for MCP, ensure it only accepts parameters that exist in the core function
+  - ✅ **DO**: Verify the expected *internal structure* of complex object parameters (like the `mcpLog` object, see mcp.mdc for the required logger wrapper pattern)
+  - ❌ **DON'T**: Add parameters to direct functions that don't exist in core functions
   - ❌ **DON'T**: Assume default parameter values will handle missing arguments
-  - **Example**: When calling file generation, pass both required parameters:
+  - ❌ **DON'T**: Assume object parameters will work without verifying their required internal structure or methods.
+  - **Example**: When calling file generation, pass all required parameters:
   ```javascript
   // ✅ DO: Pass all required parameters
   await generateTaskFiles(tasksPath, path.dirname(tasksPath));
@@ -60,12 +67,59 @@ The standard pattern for adding a feature follows this workflow:
   // ❌ DON'T: Omit required parameters
   await generateTaskFiles(tasksPath); // Error - missing outputDir parameter
   ```
+  
+  **Example**: Properly match direct function parameters to core function:
+  ```javascript
+  // Core function signature
+  async function expandTask(tasksPath, taskId, numSubtasks, useResearch = false, additionalContext = '', options = {}) {
+    // Implementation...
+  }
+  
+  // ✅ DO: Match direct function parameters to core function
+  export async function expandTaskDirect(args, log, context = {}) {
+    // Extract only parameters that exist in the core function
+    const taskId = parseInt(args.id, 10);
+    const numSubtasks = args.num ? parseInt(args.num, 10) : undefined;
+    const useResearch = args.research === true;
+    const additionalContext = args.prompt || '';
+    
+    // Call core function with matched parameters
+    const result = await expandTask(
+      tasksPath,
+      taskId,
+      numSubtasks,
+      useResearch,
+      additionalContext,
+      { mcpLog: log, session: context.session }
+    );
+    
+    // Return result
+    return { success: true, data: result, fromCache: false };
+  }
+  
+  // ❌ DON'T: Use parameters that don't exist in the core function
+  export async function expandTaskDirect(args, log, context = {}) {
+    // DON'T extract parameters that don't exist in the core function!
+    const force = args.force === true; // ❌ WRONG - 'force' doesn't exist in core function
+    
+    // DON'T pass non-existent parameters to core functions
+    const result = await expandTask(
+      tasksPath,
+      args.id,
+      args.num,
+      args.research,
+      args.prompt,
+      force, // ❌ WRONG - this parameter doesn't exist in the core function
+      { mcpLog: log }
+    );
+  }
+  ```
 
 - **Consistent File Path Handling**:
-  - ✅ **DO**: Use consistent file naming conventions: `task_${id.toString().padStart(3, '0')}.txt`
-  - ✅ **DO**: Use `path.join()` for composing file paths
-  - ✅ **DO**: Use appropriate file extensions (.txt for tasks, .json for data)
-  - ❌ **DON'T**: Hardcode path separators or inconsistent file extensions
+  - ✅ DO: Use consistent file naming conventions: `task_${id.toString().padStart(3, '0')}.txt`
+  - ✅ DO: Use `path.join()` for composing file paths
+  - ✅ DO: Use appropriate file extensions (.txt for tasks, .json for data)
+  - ❌ DON'T: Hardcode path separators or inconsistent file extensions
   - **Example**: Creating file paths for tasks:
   ```javascript
   // ✅ DO: Use consistent file naming and path.join
@@ -79,10 +133,10 @@ The standard pattern for adding a feature follows this workflow:
   ```
 
 - **Error Handling and Reporting**:
-  - ✅ **DO**: Use structured error objects with code and message properties
-  - ✅ **DO**: Include clear error messages identifying the specific problem
-  - ✅ **DO**: Handle both function-specific errors and potential file system errors
-  - ✅ **DO**: Log errors at appropriate severity levels
+  - ✅ DO: Use structured error objects with code and message properties
+  - ✅ DO: Include clear error messages identifying the specific problem
+  - ✅ DO: Handle both function-specific errors and potential file system errors
+  - ✅ DO: Log errors at appropriate severity levels
   - **Example**: Structured error handling in core functions:
   ```javascript
   try {
@@ -98,33 +152,43 @@ The standard pattern for adding a feature follows this workflow:
   ```
 
 - **Silent Mode Implementation**:
-  - ✅ **DO**: Import silent mode utilities in direct functions: `import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';`
-  - ✅ **DO**: Wrap core function calls with silent mode: 
-  ```javascript
-  // Enable silent mode to prevent console logs from interfering with JSON response
-  enableSilentMode();
-  
-  // Call the core function
-  const result = await coreFunction(...);
-  
-  // Restore normal logging
-  disableSilentMode();
-  ```
-  - ✅ **DO**: Ensure silent mode is disabled in error handling:
-  ```javascript
-  try {
-    enableSilentMode();
-    // Core function call
-    disableSilentMode();
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    throw error; // Rethrow to be caught by outer catch block
-  }
-  ```
-  - ✅ **DO**: Add silent mode handling in all direct functions that call core functions
-  - ❌ **DON'T**: Forget to disable silent mode, which would suppress all future logs
-  - ❌ **DON'T**: Enable silent mode outside of direct functions in the MCP server
+  - ✅ **DO**: Import all silent mode utilities together:
+    ```javascript
+    import { enableSilentMode, disableSilentMode, isSilentMode } from '../../../../scripts/modules/utils.js';
+    ```
+  - ✅ **DO**: Always use `isSilentMode()` function to check global silent mode status, never reference global variables.
+  - ✅ **DO**: Wrap core function calls **within direct functions** using `enableSilentMode()` and `disableSilentMode()` in a `try/finally` block if the core function might produce console output (like banners, spinners, direct `console.log`s) that isn't reliably controlled by an `outputFormat` parameter.
+    ```javascript
+    // Direct Function Example:
+    try {
+      // Prefer passing 'json' if the core function reliably handles it
+      const result = await coreFunction(...args, 'json'); 
+      // OR, if outputFormat is not enough/unreliable:
+      // enableSilentMode(); // Enable *before* the call
+      // const result = await coreFunction(...args);
+      // disableSilentMode(); // Disable *after* the call (typically in finally)
+
+      return { success: true, data: result };
+    } catch (error) {
+       log.error(`Error: ${error.message}`);
+       return { success: false, error: { message: error.message } };
+    } finally {
+       // If you used enable/disable, ensure disable is called here
+       // disableSilentMode(); 
+    }
+    ```
+  - ✅ **DO**: Core functions themselves *should* ideally check `outputFormat === 'text'` before displaying UI elements (banners, spinners, boxes) and use internal logging (`log`/`report`) that respects silent mode. The `enable/disableSilentMode` wrapper in the direct function is a safety net.
+  - ✅ **DO**: Handle mixed parameter/global silent mode correctly for functions accepting both (less common now, prefer `outputFormat`):
+    ```javascript
+    // Check both the passed parameter and global silent mode
+    const isSilent = silentMode || (typeof silentMode === 'undefined' && isSilentMode());
+    ```
+  - ❌ **DON'T**: Forget to disable silent mode in a `finally` block if you enabled it.
+  - ❌ **DON'T**: Access the global `silentMode` flag directly.
+
+- **Debugging Strategy**:
+  - ✅ **DO**: If an MCP tool fails with vague errors (e.g., JSON parsing issues like `Unexpected token ... is not valid JSON`), **try running the equivalent CLI command directly in the terminal** (e.g., `task-master expand --all`). CLI output often provides much more specific error messages (like missing function definitions or stack traces from the core logic) that pinpoint the root cause.
+  - ❌ **DON'T**: Rely solely on MCP logs if the error is unclear; use the CLI as a complementary debugging tool for core logic issues.
 
 ```javascript
 // 1. CORE LOGIC: Add function to appropriate module (example in task-manager.js)

.cursor/rules/taskmaster.mdc

@@ -10,6 +10,8 @@ This document provides a detailed reference for interacting with Taskmaster, cov
 
 **Note:** For interacting with Taskmaster programmatically or via integrated tools, using the **MCP tools is strongly recommended** due to better performance, structured data, and error handling. The CLI commands serve as a user-friendly alternative and fallback. See [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc) for MCP implementation details and [`commands.mdc`](mdc:.cursor/rules/commands.mdc) for CLI implementation guidelines.
 
+**Important:** Several MCP tools involve AI processing and are long-running operations that may take up to a minute to complete. When using these tools, always inform users that the operation is in progress and to wait patiently for results. The AI-powered tools include: `parse_prd`, `analyze_project_complexity`, `update_subtask`, `update_task`, `update`, `expand_all`, `expand_task`, and `add_task`.
+
 ---
 
 ## Initialization & Setup
@@ -49,6 +51,7 @@ This document provides a detailed reference for interacting with Taskmaster, cov
     *   `force`: `Use this to allow Taskmaster to overwrite an existing 'tasks.json' without asking for confirmation.` (CLI: `-f, --force`)
 *   **Usage:** Useful for bootstrapping a project from an existing requirements document.
 *   **Notes:** Task Master will strictly adhere to any specific requirements mentioned in the PRD (libraries, database schemas, frameworks, tech stacks, etc.) while filling in any gaps where the PRD isn't fully specified. Tasks are designed to provide the most direct implementation path while avoiding over-engineering.
+*   **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
 
 ---
 
@@ -99,6 +102,7 @@ This document provides a detailed reference for interacting with Taskmaster, cov
     *   `priority`: `Set the priority for the new task ('high', 'medium', 'low'; default: 'medium').` (CLI: `--priority <priority>`)
     *   `file`: `Path to your Taskmaster 'tasks.json' file (default relies on auto-detection).` (CLI: `-f, --file <file>`)
 *   **Usage:** Quickly add newly identified tasks during development.
+*   **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
 
 ### 7. Add Subtask (`add_subtask`)
 
@@ -127,7 +131,8 @@ This document provides a detailed reference for interacting with Taskmaster, cov
     *   `prompt`: `Required. Explain the change or new context for Taskmaster to apply to the tasks (e.g., "We are now using React Query instead of Redux Toolkit for data fetching").` (CLI: `-p, --prompt <text>`)
     *   `research`: `Enable Taskmaster to use Perplexity AI for more informed updates based on external knowledge (requires PERPLEXITY_API_KEY).` (CLI: `-r, --research`)
     *   `file`: `Path to your Taskmaster 'tasks.json' file (default relies on auto-detection).` (CLI: `-f, --file <file>`)
-*   **Usage:** Handle significant implementation changes or pivots that affect multiple future tasks.
+*   **Usage:** Handle significant implementation changes or pivots that affect multiple future tasks. Example CLI: `task-master update --from='18' --prompt='Switching to React Query.\nNeed to refactor data fetching...'`
+*   **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
 
 ### 9. Update Task (`update_task`)
 
@@ -139,19 +144,21 @@ This document provides a detailed reference for interacting with Taskmaster, cov
     *   `prompt`: `Required. Explain the specific changes or provide the new information Taskmaster should incorporate into this task.` (CLI: `-p, --prompt <text>`)
     *   `research`: `Enable Taskmaster to use Perplexity AI for more informed updates (requires PERPLEXITY_API_KEY).` (CLI: `-r, --research`)
     *   `file`: `Path to your Taskmaster 'tasks.json' file (default relies on auto-detection).` (CLI: `-f, --file <file>`)
-*   **Usage:** Refine a specific task based on new understanding or feedback.
+*   **Usage:** Refine a specific task based on new understanding or feedback. Example CLI: `task-master update-task --id='15' --prompt='Clarification: Use PostgreSQL instead of MySQL.\nUpdate schema details...'`
+*   **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
 
 ### 10. Update Subtask (`update_subtask`)
 
 *   **MCP Tool:** `update_subtask`
 *   **CLI Command:** `task-master update-subtask [options]`
-*   **Description:** `Append timestamped notes or details to a specific Taskmaster subtask without overwriting existing content.`
+*   **Description:** `Append timestamped notes or details to a specific Taskmaster subtask without overwriting existing content. Intended for iterative implementation logging.`
 *   **Key Parameters/Options:**
     *   `id`: `Required. The specific ID of the Taskmaster subtask (e.g., '15.2') you want to add information to.` (CLI: `-i, --id <id>`)
-    *   `prompt`: `Required. Provide the information or notes Taskmaster should append to the subtask's details.` (CLI: `-p, --prompt <text>`)
+    *   `prompt`: `Required. Provide the information or notes Taskmaster should append to the subtask's details. Ensure this adds *new* information not already present.` (CLI: `-p, --prompt <text>`)
     *   `research`: `Enable Taskmaster to use Perplexity AI for more informed updates (requires PERPLEXITY_API_KEY).` (CLI: `-r, --research`)
     *   `file`: `Path to your Taskmaster 'tasks.json' file (default relies on auto-detection).` (CLI: `-f, --file <file>`)
-*   **Usage:** Add implementation notes, code snippets, or clarifications to a subtask during development.
+*   **Usage:** Add implementation notes, code snippets, or clarifications to a subtask during development. Before calling, review the subtask's current details to append only fresh insights, helping to build a detailed log of the implementation journey and avoid redundancy. Example CLI: `task-master update-subtask --id='15.2' --prompt='Discovered that the API requires header X.\nImplementation needs adjustment...'`
+*   **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
 
 ### 11. Set Task Status (`set_task_status`)
 
@@ -193,6 +200,7 @@ This document provides a detailed reference for interacting with Taskmaster, cov
     *   `force`: `Use this to make Taskmaster replace existing subtasks with newly generated ones.` (CLI: `--force`)
     *   `file`: `Path to your Taskmaster 'tasks.json' file (default relies on auto-detection).` (CLI: `-f, --file <file>`)
 *   **Usage:** Generate a detailed implementation plan for a complex task before starting coding.
+*   **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
 
 ### 14. Expand All Tasks (`expand_all`)
 
@@ -206,6 +214,7 @@ This document provides a detailed reference for interacting with Taskmaster, cov
     *   `force`: `Make Taskmaster replace existing subtasks.` (CLI: `--force`)
     *   `file`: `Path to your Taskmaster 'tasks.json' file (default relies on auto-detection).` (CLI: `-f, --file <file>`)
 *   **Usage:** Useful after initial task generation or complexity analysis to break down multiple tasks at once.
+*   **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
 
 ### 15. Clear Subtasks (`clear_subtasks`)
 
@@ -278,45 +287,67 @@ This document provides a detailed reference for interacting with Taskmaster, cov
 
 ## Analysis & Reporting
 
-### 21. Analyze Complexity (`analyze_complexity`)
+### 21. Analyze Project Complexity (`analyze_project_complexity`)
 
-*   **MCP Tool:** `analyze_complexity`
+*   **MCP Tool:** `analyze_project_complexity`
 *   **CLI Command:** `task-master analyze-complexity [options]`
-*   **Description:** `Let Taskmaster analyze the complexity of your tasks and generate a report with recommendations for which ones need breaking down.`
+*   **Description:** `Have Taskmaster analyze your tasks to determine their complexity and suggest which ones need to be broken down further.`
 *   **Key Parameters/Options:**
-    *   `output`: `Where Taskmaster should save the JSON complexity analysis report (default: 'scripts/task-complexity-report.json').` (CLI: `-o, --output <file>`)
-    *   `threshold`: `The minimum complexity score (1-10) for Taskmaster to recommend expanding a task.` (CLI: `-t, --threshold <number>`)
-    *   `research`: `Enable Taskmaster to use Perplexity AI for more informed complexity analysis (requires PERPLEXITY_API_KEY).` (CLI: `-r, --research`)
+    *   `output`: `Where to save the complexity analysis report (default: 'scripts/task-complexity-report.json').` (CLI: `-o, --output <file>`)
+    *   `threshold`: `The minimum complexity score (1-10) that should trigger a recommendation to expand a task.` (CLI: `-t, --threshold <number>`)
+    *   `research`: `Enable Perplexity AI for more accurate complexity analysis (requires PERPLEXITY_API_KEY).` (CLI: `-r, --research`)
     *   `file`: `Path to your Taskmaster 'tasks.json' file (default relies on auto-detection).` (CLI: `-f, --file <file>`)
-*   **Usage:** Identify which tasks are likely too large and need further breakdown before implementation.
+*   **Usage:** Used before breaking down tasks to identify which ones need the most attention.
+*   **Important:** This MCP tool makes AI calls and can take up to a minute to complete. Please inform users to hang tight while the operation is in progress.
 
-### 22. Complexity Report (`complexity_report`)
+### 22. View Complexity Report (`complexity_report`)
 
 *   **MCP Tool:** `complexity_report`
 *   **CLI Command:** `task-master complexity-report [options]`
-*   **Description:** `Display the Taskmaster task complexity analysis report generated by 'analyze-complexity'.`
+*   **Description:** `Display the task complexity analysis report in a readable format.`
 *   **Key Parameters/Options:**
-    *   `file`: `Path to the JSON complexity report file (default: 'scripts/task-complexity-report.json').` (CLI: `-f, --file <file>`)
-*   **Usage:** View the formatted results of the complexity analysis to guide task expansion.
+    *   `file`: `Path to the complexity report (default: 'scripts/task-complexity-report.json').` (CLI: `-f, --file <file>`)
+*   **Usage:** Review and understand the complexity analysis results after running analyze-complexity.
 
 ---
 
-## File Generation
+## File Management
 
 ### 23. Generate Task Files (`generate`)
 
 *   **MCP Tool:** `generate`
 *   **CLI Command:** `task-master generate [options]`
-*   **Description:** `Generate individual markdown files for each task and subtask defined in your Taskmaster 'tasks.json'.`
+*   **Description:** `Create or update individual Markdown files for each task based on your tasks.json.`
 *   **Key Parameters/Options:**
-    *   `file`: `Path to your Taskmaster 'tasks.json' file containing the task data (default relies on auto-detection).` (CLI: `-f, --file <file>`)
-    *   `output`: `The directory where Taskmaster should save the generated markdown task files (default: 'tasks').` (CLI: `-o, --output <dir>`)
-*   **Usage:** Create/update the individual `.md` files in the `tasks/` directory, useful for tracking changes in git or viewing tasks individually.
+    *   `output`: `The directory where Taskmaster should save the task files (default: in a 'tasks' directory).` (CLI: `-o, --output <directory>`)
+    *   `file`: `Path to your Taskmaster 'tasks.json' file (default relies on auto-detection).` (CLI: `-f, --file <file>`)
+*   **Usage:** Run this after making changes to tasks.json to keep individual task files up to date.
 
 ---
 
-## Configuration & Metadata
+## Environment Variables Configuration
 
--   **Environment Variables**: Taskmaster relies on environment variables for configuration (API keys, model preferences, default settings). See [`dev_workflow.mdc`](mdc:.cursor/rules/dev_workflow.mdc) or the project README for a list.
--   **`tasks.json`**: The core data file containing the array of tasks and their details. See [`tasks.mdc`](mdc:.cursor/rules/tasks.mdc) for details.
--   **`task_xxx.md` files**: Individual markdown files generated by the `generate` command/tool, reflecting the content of `tasks.json`.
+Taskmaster's behavior can be customized via environment variables. These affect both CLI and MCP server operation:
+
+*   **ANTHROPIC_API_KEY** (Required): Your Anthropic API key for Claude.
+*   **MODEL**: Claude model to use (default: `claude-3-opus-20240229`). 
+*   **MAX_TOKENS**: Maximum tokens for AI responses (default: 8192).
+*   **TEMPERATURE**: Temperature for AI model responses (default: 0.7).
+*   **DEBUG**: Enable debug logging (`true`/`false`, default: `false`).
+*   **LOG_LEVEL**: Console output level (`debug`, `info`, `warn`, `error`, default: `info`).
+*   **DEFAULT_SUBTASKS**: Default number of subtasks for `expand` (default: 5).
+*   **DEFAULT_PRIORITY**: Default priority for new tasks (default: `medium`).
+*   **PROJECT_NAME**: Project name used in metadata.
+*   **PROJECT_VERSION**: Project version used in metadata.
+*   **PERPLEXITY_API_KEY**: API key for Perplexity AI (for `--research` flags).
+*   **PERPLEXITY_MODEL**: Perplexity model to use (default: `sonar-medium-online`).
+
+Set these in your `.env` file in the project root or in your environment before running Taskmaster.
+
+---
+
+For implementation details:
+*   CLI commands: See [`commands.mdc`](mdc:.cursor/rules/commands.mdc)
+*   MCP server: See [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc)
+*   Task structure: See [`tasks.mdc`](mdc:.cursor/rules/tasks.mdc)
+*   Workflow: See [`dev_workflow.mdc`](mdc:.cursor/rules/dev_workflow.mdc)

.cursor/rules/utilities.mdc

@@ -109,6 +109,29 @@ alwaysApply: false
   - ✅ DO: Use appropriate icons for different log levels
   - ✅ DO: Respect the configured log level
   - ❌ DON'T: Add direct console.log calls outside the logging utility
+  - **Note on Passed Loggers**: When a logger object (like the FastMCP `log` object) is passed *as a parameter* (e.g., as `mcpLog`) into core Task Master functions, the receiving function often expects specific methods (`.info`, `.warn`, `.error`, etc.) to be directly callable on that object (e.g., `mcpLog[level](...)`). If the passed logger doesn't have this exact structure, a wrapper object may be needed. See the **Handling Logging Context (`mcpLog`)** section in [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc) for the standard pattern used in direct functions.
+
+- **Logger Wrapper Pattern**: 
+  - ✅ DO: Use the logger wrapper pattern when passing loggers to prevent `mcpLog[level] is not a function` errors:
+  ```javascript
+  // Standard logWrapper pattern to wrap FastMCP's log object
+  const logWrapper = {
+    info: (message, ...args) => log.info(message, ...args),
+    warn: (message, ...args) => log.warn(message, ...args),
+    error: (message, ...args) => log.error(message, ...args),
+    debug: (message, ...args) => log.debug && log.debug(message, ...args),
+    success: (message, ...args) => log.info(message, ...args) // Map success to info
+  };
+  
+  // Pass this wrapper as mcpLog to ensure consistent method availability
+  // This also ensures output format is set to 'json' in many core functions
+  const options = { mcpLog: logWrapper, session };
+  ```
+  - ✅ DO: Implement this pattern in any direct function that calls core functions expecting `mcpLog`
+  - ✅ DO: Use this solution in conjunction with silent mode for complete output control
+  - ❌ DON'T: Pass the FastMCP `log` object directly as `mcpLog` to core functions
+  - **Important**: This pattern has successfully fixed multiple issues in MCP tools (e.g., `update-task`, `update-subtask`) where using or omitting `mcpLog` incorrectly led to runtime errors or JSON parsing failures.
+  - For complete implementation details, see the **Handling Logging Context (`mcpLog`)** section in [`mcp.mdc`](mdc:.cursor/rules/mcp.mdc).
 
   ```javascript
   // ✅ DO: Implement a proper logging utility
@@ -135,6 +158,107 @@ alwaysApply: false
   }
   ```
 
+## Silent Mode Utilities (in `scripts/modules/utils.js`)
+
+- **Silent Mode Control**:
+  - ✅ DO: Use the exported silent mode functions rather than accessing global variables
+  - ✅ DO: Always use `isSilentMode()` to check the current silent mode state
+  - ✅ DO: Ensure silent mode is disabled in a `finally` block to prevent it from staying enabled
+  - ❌ DON'T: Access the global `silentMode` variable directly
+  - ❌ DON'T: Forget to disable silent mode after enabling it
+
+  ```javascript
+  // ✅ DO: Use the silent mode control functions properly
+  
+  // Example of proper implementation in utils.js:
+  
+  // Global silent mode flag (private to the module)
+  let silentMode = false;
+  
+  // Enable silent mode
+  function enableSilentMode() {
+    silentMode = true;
+  }
+  
+  // Disable silent mode
+  function disableSilentMode() {
+    silentMode = false;
+  }
+  
+  // Check if silent mode is enabled
+  function isSilentMode() {
+    return silentMode;
+  }
+  
+  // Example of proper usage in another module:
+  import { enableSilentMode, disableSilentMode, isSilentMode } from './utils.js';
+  
+  // Check current status
+  if (!isSilentMode()) {
+    console.log('Silent mode is not enabled');
+  }
+  
+  // Use try/finally pattern to ensure silent mode is disabled
+  try {
+    enableSilentMode();
+    // Do something that should suppress console output
+    performOperation();
+  } finally {
+    disableSilentMode();
+  }
+  ```
+
+- **Integration with Logging**:
+  - ✅ DO: Make the `log` function respect silent mode
+  ```javascript
+  function log(level, ...args) {
+    // Skip logging if silent mode is enabled
+    if (isSilentMode()) {
+      return;
+    }
+    
+    // Rest of logging logic...
+  }
+  ```
+
+- **Common Patterns for Silent Mode**:
+  - ✅ DO: In **direct functions** (`mcp-server/src/core/direct-functions/*`) that call **core functions** (`scripts/modules/*`), ensure console output from the core function is suppressed to avoid breaking MCP JSON responses.
+    - **Preferred Method**: Update the core function to accept an `outputFormat` parameter (e.g., `outputFormat = 'text'`) and make it check `outputFormat === 'text'` before displaying any UI elements (banners, spinners, boxes, direct `console.log`s). Pass `'json'` from the direct function.
+    - **Necessary Fallback/Guarantee**: If the core function *cannot* be modified or its output suppression via `outputFormat` is unreliable, **wrap the core function call within the direct function** using `enableSilentMode()` and `disableSilentMode()` in a `try/finally` block. This acts as a safety net.
+  ```javascript
+  // Example in a direct function
+  export async function someOperationDirect(args, log) {
+    let result;
+    const tasksPath = findTasksJsonPath(args, log); // Get path first
+    
+    // Option 1: Core function handles 'json' format (Preferred)
+    try {
+      result = await coreFunction(tasksPath, ...otherArgs, 'json'); // Pass 'json'
+      return { success: true, data: result, fromCache: false };
+    } catch (error) {
+      // Handle error...
+    }
+
+    // Option 2: Core function output unreliable (Fallback/Guarantee)
+    try {
+      enableSilentMode(); // Enable before call
+      result = await coreFunction(tasksPath, ...otherArgs); // Call without format param
+    } catch (error) {
+      // Handle error...
+      log.error(`Failed: ${error.message}`);
+      return { success: false, error: { /* ... */ } };
+    } finally {
+      disableSilentMode(); // ALWAYS disable in finally
+    }
+    return { success: true, data: result, fromCache: false }; // Assuming success if no error caught
+  }
+  ```
+  - ✅ DO: For functions that accept a silent mode parameter but also need to check global state (less common):
+  ```javascript
+  // Check both the passed parameter and global silent mode
+  const isSilent = options.silentMode || (typeof options.silentMode === 'undefined' && isSilentMode());
+  ```
+
 ## File Operations (in `scripts/modules/utils.js`)
 
 - **Error Handling**:

.env.example

@@ -1,20 +1,20 @@
 # API Keys (Required)
-ANTHROPIC_API_KEY=your_anthropic_api_key_here  # Format: sk-ant-api03-...
-PERPLEXITY_API_KEY=your_perplexity_api_key_here  # Format: pplx-...
+ANTHROPIC_API_KEY=your_anthropic_api_key_here       # Format: sk-ant-api03-...
+PERPLEXITY_API_KEY=your_perplexity_api_key_here     # Format: pplx-...
 
 # Model Configuration
-MODEL=claude-3-7-sonnet-20250219  # Recommended models: claude-3-7-sonnet-20250219, claude-3-opus-20240229
-PERPLEXITY_MODEL=sonar-pro  # Perplexity model for research-backed subtasks
-MAX_TOKENS=64000                   # Maximum tokens for model responses
-TEMPERATURE=0.4                   # Temperature for model responses (0.0-1.0)
+MODEL=claude-3-7-sonnet-20250219                    # Recommended models: claude-3-7-sonnet-20250219, claude-3-opus-20240229
+PERPLEXITY_MODEL=sonar-pro                          # Perplexity model for research-backed subtasks
+MAX_TOKENS=128000                                   # Maximum tokens for model responses
+TEMPERATURE=0.2                                     # Temperature for model responses (0.0-1.0)
 
 # Logging Configuration
-DEBUG=false                       # Enable debug logging (true/false)
-LOG_LEVEL=info                    # Log level (debug, info, warn, error)
+DEBUG=false                                         # Enable debug logging (true/false)
+LOG_LEVEL=info                                      # Log level (debug, info, warn, error)
 
 # Task Generation Settings
-DEFAULT_SUBTASKS=4                # Default number of subtasks when expanding
-DEFAULT_PRIORITY=medium           # Default priority for generated tasks (high, medium, low)
+DEFAULT_SUBTASKS=5                                  # Default number of subtasks when expanding
+DEFAULT_PRIORITY=medium                             # Default priority for generated tasks (high, medium, low)
 
 # Project Metadata (Optional)
-PROJECT_NAME=Your Project Name    # Override default project name in tasks.json
+    PROJECT_NAME=Your Project Name                  # Override default project name in tasks.json

.github/workflows/ci.yml

@@ -0,0 +1,95 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+      - next
+  pull_request:
+    branches:
+      - main
+      - next
+
+permissions:
+  contents: read
+
+jobs:
+  setup:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 20
+          cache: 'npm'
+
+      - name: Install Dependencies
+        id: install
+        run: npm ci
+        timeout-minutes: 2
+
+      - name: Cache node_modules
+        uses: actions/cache@v4
+        with:
+          path: node_modules
+          key: ${{ runner.os }}-node-modules-${{ hashFiles('**/package-lock.json') }}
+
+  format-check:
+    needs: setup
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 20
+
+      - name: Restore node_modules
+        uses: actions/cache@v4
+        with:
+          path: node_modules
+          key: ${{ runner.os }}-node-modules-${{ hashFiles('**/package-lock.json') }}
+
+      - name: Format Check
+        run: npm run format-check
+        env:
+          FORCE_COLOR: 1
+
+  test:
+    needs: setup
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 20
+
+      - name: Restore node_modules
+        uses: actions/cache@v4
+        with:
+          path: node_modules
+          key: ${{ runner.os }}-node-modules-${{ hashFiles('**/package-lock.json') }}
+
+      - name: Run Tests
+        run: |
+          npm run test:coverage -- --coverageThreshold '{"global":{"branches":0,"functions":0,"lines":0,"statements":0}}' --detectOpenHandles --forceExit
+        env:
+          NODE_ENV: test
+          CI: true
+          FORCE_COLOR: 1
+        timeout-minutes: 10
+
+      - name: Upload Test Results
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: test-results
+          path: |
+            test-results
+            coverage
+            junit.xml
+          retention-days: 30

.github/workflows/release.yml

@@ -3,7 +3,6 @@ on:
   push:
     branches:
       - main
-      - next
 jobs:
   release:
     runs-on: ubuntu-latest
@@ -15,9 +14,21 @@ jobs:
       - uses: actions/setup-node@v4
         with:
           node-version: 20
+          cache: 'npm'
+
+      - name: Cache node_modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            */*/node_modules
+          key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json') }}
+          restore-keys: |
+            ${{ runner.os }}-node-
 
       - name: Install Dependencies
-        run: npm install
+        run: npm ci
+        timeout-minutes: 2
 
       - name: Create Release Pull Request or Publish to npm
         uses: changesets/action@v1

.gitignore

@@ -9,6 +9,9 @@ jspm_packages/
 .env.test.local
 .env.production.local
 
+# Cursor configuration -- might have ENV variables. Included by default
+# .cursor/mcp.json
+
 # Logs
 logs
 *.log

.prettierignore

@@ -0,0 +1,6 @@
+# Ignore artifacts:
+build
+coverage
+.changeset
+tasks
+package-lock.json

.prettierrc

@@ -0,0 +1,11 @@
+{
+	"printWidth": 80,
+	"tabWidth": 2,
+	"useTabs": true,
+	"semi": true,
+	"singleQuote": true,
+	"trailingComma": "none",
+	"bracketSpacing": true,
+	"arrowParens": "always",
+	"endOfLine": "lf"
+}

CHANGELOG.md

@@ -1,5 +1,13 @@
 # task-master-ai
 
+## 0.10.1
+
+### Patch Changes
+
+- [#80](https://github.com/eyaltoledano/claude-task-master/pull/80) [`aa185b2`](https://github.com/eyaltoledano/claude-task-master/commit/aa185b28b248b4ca93f9195b502e2f5187868eaa) Thanks [@Crunchyman-ralph](https://github.com/Crunchyman-ralph)! - Remove non-existent package `@model-context-protocol/sdk`
+
+- [#45](https://github.com/eyaltoledano/claude-task-master/pull/45) [`757fd47`](https://github.com/eyaltoledano/claude-task-master/commit/757fd478d2e2eff8506ae746c3470c6088f4d944) Thanks [@Crunchyman-ralph](https://github.com/Crunchyman-ralph)! - Add license to repo
+
 ## 0.10.0
 
 ### Minor Changes

LICENSE.md

@@ -1,90 +0,0 @@
-# Dual License
-
-This project is licensed under two separate licenses:
-
-1. [Business Source License 1.1](#business-source-license-11) (BSL 1.1) for commercial use of Task Master itself
-2. [Apache License 2.0](#apache-license-20) for all other uses
-
-## Business Source License 1.1
-
-Terms: https://mariadb.com/bsl11/
-
-Licensed Work: Task Master AI
-Additional Use Grant: You may use Task Master AI to create and commercialize your own projects and products.
-
-Change Date: 2025-03-30
-Change License: None
-
-The Licensed Work is subject to the Business Source License 1.1. If you are interested in using the Licensed Work in a way that competes directly with Task Master, please contact the licensors.
-
-### Licensor
-
-- Eyal Toledano (GitHub: @eyaltoledano)
-- Ralph (GitHub: @Crunchyman-ralph)
-
-### Commercial Use Restrictions
-
-This license explicitly restricts certain commercial uses of Task Master AI to the Licensors listed above. Restricted commercial uses include:
-
-1. Creating commercial products or services that directly compete with Task Master AI
-2. Selling Task Master AI itself as a service
-3. Offering Task Master AI's functionality as a commercial managed service
-4. Reselling or redistributing Task Master AI for a fee
-
-### Explicitly Permitted Uses
-
-The following uses are explicitly allowed under this license:
-
-1. Using Task Master AI to create and commercialize your own projects
-2. Using Task Master AI in commercial environments for internal development
-3. Building and selling products or services that were created using Task Master AI
-4. Using Task Master AI for commercial development as long as you're not selling Task Master AI itself
-
-### Additional Terms
-
-1. The right to commercialize Task Master AI itself is exclusively reserved for the Licensors
-2. No party may create commercial products that directly compete with Task Master AI without explicit written permission
-3. Forks of this repository are subject to the same restrictions regarding direct competition
-4. Contributors agree that their contributions will be subject to this same dual licensing structure
-
-## Apache License 2.0
-
-For all uses other than those restricted above. See [APACHE-LICENSE](./APACHE-LICENSE) for the full license text.
-
-### Permitted Use Definition
-
-You may use Task Master AI for any purpose, including commercial purposes, as long as you are not:
-
-1. Creating a direct competitor to Task Master AI
-2. Selling Task Master AI itself as a service
-3. Redistributing Task Master AI for a fee
-
-### Requirements for Use
-
-1. You must include appropriate copyright notices
-2. You must state significant changes made to the software
-3. You must preserve all license notices
-
-## Questions and Commercial Licensing
-
-For questions about licensing or to inquire about commercial use that may compete with Task Master, please contact:
-
-- Eyal Toledano (GitHub: @eyaltoledano)
-- Ralph (GitHub: @Crunchyman-ralph)
-
-## Examples
-
-### ✅ Allowed Uses
-
-- Using Task Master to create a commercial SaaS product
-- Using Task Master in your company for development
-- Creating and selling products that were built using Task Master
-- Using Task Master to generate code for commercial projects
-- Offering consulting services where you use Task Master
-
-### ❌ Restricted Uses
-
-- Creating a competing AI task management tool
-- Selling access to Task Master as a service
-- Creating a hosted version of Task Master
-- Reselling Task Master's functionality

README-task-master.md

@@ -58,6 +58,7 @@ This will prompt you for project details and set up a new project with the neces
 ### Important Notes
 
 1. **ES Modules Configuration:**
+
    - This project uses ES Modules (ESM) instead of CommonJS.
    - This is set via `"type": "module"` in your package.json.
    - Use `import/export` syntax instead of `require()`.

README.md

@@ -1,58 +1,68 @@
-# Task Master
+# Task Master [![GitHub stars](https://img.shields.io/github/stars/eyaltoledano/claude-task-master?style=social)](https://github.com/eyaltoledano/claude-task-master/stargazers)
 
-### by [@eyaltoledano](https://x.com/eyaltoledano)
+[![CI](https://github.com/eyaltoledano/claude-task-master/actions/workflows/ci.yml/badge.svg)](https://github.com/eyaltoledano/claude-task-master/actions/workflows/ci.yml) [![npm version](https://badge.fury.io/js/task-master-ai.svg)](https://badge.fury.io/js/task-master-ai) ![Discord Follow](https://dcbadge.limes.pink/api/server/https://discord.gg/2ms58QJjqp?style=flat) [![License: MIT with Commons Clause](https://img.shields.io/badge/license-MIT%20with%20Commons%20Clause-blue.svg)](LICENSE)
+
+### By [@eyaltoledano](https://x.com/eyaltoledano) & [@RalphEcom](https://x.com/RalphEcom)
+
+[![Twitter Follow](https://img.shields.io/twitter/follow/eyaltoledano?style=flat)](https://x.com/eyaltoledano)
+[![Twitter Follow](https://img.shields.io/twitter/follow/RalphEcom?style=flat)](https://x.com/RalphEcom)
 
 A task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI.
 
-## Licensing
-
-Task Master is licensed under the MIT License with Commons Clause. This means you can:
-
-✅ **Allowed**:
-
-- Use Task Master for any purpose (personal, commercial, academic)
-- Modify the code
-- Distribute copies
-- Create and sell products built using Task Master
-
-❌ **Not Allowed**:
-
-- Sell Task Master itself
-- Offer Task Master as a hosted service
-- Create competing products based on Task Master
-
-See the [LICENSE](LICENSE) file for the complete license text.
-
 ## Requirements
 
-- Node.js 14.0.0 or higher
 - Anthropic API key (Claude API)
-- Anthropic SDK version 0.39.0 or higher
 - OpenAI SDK (for Perplexity API integration, optional)
 
-## Configuration
+## Quick Start
 
-The script can be configured through environment variables in a `.env` file at the root of the project:
+### Option 1 | MCP (Recommended):
 
-### Required Configuration
+MCP (Model Control Protocol) provides the easiest way to get started with Task Master directly in your editor.
 
-- `ANTHROPIC_API_KEY`: Your Anthropic API key for Claude
+1. **Add the MCP config to your editor** (Cursor recommended, but it works with other text editors):
 
-### Optional Configuration
+```json
+{
+	"mcpServers": {
+		"taskmaster-ai": {
+			"command": "npx",
+			"args": ["-y", "task-master-ai", "mcp-server"],
+			"env": {
+				"ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY_HERE",
+				"PERPLEXITY_API_KEY": "YOUR_PERPLEXITY_API_KEY_HERE",
+				"MODEL": "claude-3-7-sonnet-20250219",
+				"PERPLEXITY_MODEL": "sonar-pro",
+				"MAX_TOKENS": 128000,
+				"TEMPERATURE": 0.2,
+				"DEFAULT_SUBTASKS": 5,
+				"DEFAULT_PRIORITY": "medium"
+			}
+		}
+	}
+}
+```
 
-- `MODEL`: Specify which Claude model to use (default: "claude-3-7-sonnet-20250219")
-- `MAX_TOKENS`: Maximum tokens for model responses (default: 4000)
-- `TEMPERATURE`: Temperature for model responses (default: 0.7)
-- `PERPLEXITY_API_KEY`: Your Perplexity API key for research-backed subtask generation
-- `PERPLEXITY_MODEL`: Specify which Perplexity model to use (default: "sonar-medium-online")
-- `DEBUG`: Enable debug logging (default: false)
-- `LOG_LEVEL`: Log level - debug, info, warn, error (default: info)
-- `DEFAULT_SUBTASKS`: Default number of subtasks when expanding (default: 3)
-- `DEFAULT_PRIORITY`: Default priority for generated tasks (default: medium)
-- `PROJECT_NAME`: Override default project name in tasks.json
-- `PROJECT_VERSION`: Override default version in tasks.json
+2. **Enable the MCP** in your editor
 
-## Installation
+3. **Prompt the AI** to initialize Task Master:
+
+```
+Can you please initialize taskmaster-ai into my project?
+```
+
+4. **Use common commands** directly through your AI assistant:
+
+```txt
+Can you parse my PRD at scripts/prd.txt?
+What's the next task I should work on?
+Can you help me implement task 3?
+Can you help me expand task 4?
+```
+
+### Option 2: Using Command Line
+
+#### Installation
 
 ```bash
 # Install globally
@@ -62,7 +72,7 @@ npm install -g task-master-ai
 npm install task-master-ai
 ```
 
-### Initialize a new project
+#### Initialize a new project
 
 ```bash
 # If installed globally
@@ -74,14 +84,7 @@ npx task-master-init
 
 This will prompt you for project details and set up a new project with the necessary files and structure.
 
-### Important Notes
-
-1. This package uses ES modules. Your package.json should include `"type": "module"`.
-2. The Anthropic SDK version should be 0.39.0 or higher.
-
-## Quick Start with Global Commands
-
-After installing the package globally, you can use these CLI commands from any directory:
+#### Common Commands
 
 ```bash
 # Initialize a new project
@@ -100,6 +103,16 @@ task-master next
 task-master generate
 ```
 
+## Documentation
+
+For more detailed information, check out the documentation in the `docs` directory:
+
+- [Configuration Guide](docs/configuration.md) - Set up environment variables and customize Task Master
+- [Tutorial](docs/tutorial.md) - Step-by-step guide to getting started with Task Master
+- [Command Reference](docs/command-reference.md) - Complete list of all available commands
+- [Task Structure](docs/task-structure.md) - Understanding the task format and features
+- [Example Interactions](docs/examples.md) - Common Cursor AI interaction examples
+
 ## Troubleshooting
 
 ### If `task-master init` doesn't respond:
@@ -118,577 +131,25 @@ cd claude-task-master
 node scripts/init.js
 ```
 
-## Task Structure
+## Star History
 
-Tasks in tasks.json have the following structure:
+[![Star History Chart](https://api.star-history.com/svg?repos=eyaltoledano/claude-task-master&type=Timeline)](https://www.star-history.com/#eyaltoledano/claude-task-master&Timeline)
 
-- `id`: Unique identifier for the task (Example: `1`)
-- `title`: Brief, descriptive title of the task (Example: `"Initialize Repo"`)
-- `description`: Concise description of what the task involves (Example: `"Create a new repository, set up initial structure."`)
-- `status`: Current state of the task (Example: `"pending"`, `"done"`, `"deferred"`)
-- `dependencies`: IDs of tasks that must be completed before this task (Example: `[1, 2]`)
-  - Dependencies are displayed with status indicators (✅ for completed, ⏱️ for pending)
-  - This helps quickly identify which prerequisite tasks are blocking work
-- `priority`: Importance level of the task (Example: `"high"`, `"medium"`, `"low"`)
-- `details`: In-depth implementation instructions (Example: `"Use GitHub client ID/secret, handle callback, set session token."`)
-- `testStrategy`: Verification approach (Example: `"Deploy and call endpoint to confirm 'Hello World' response."`)
-- `subtasks`: List of smaller, more specific tasks that make up the main task (Example: `[{"id": 1, "title": "Configure OAuth", ...}]`)
+## Licensing
 
-## Integrating with Cursor AI
+Task Master is licensed under the MIT License with Commons Clause. This means you can:
 
-Claude Task Master is designed to work seamlessly with [Cursor AI](https://www.cursor.so/), providing a structured workflow for AI-driven development.
+✅ **Allowed**:
 
-### Setup with Cursor
+- Use Task Master for any purpose (personal, commercial, academic)
+- Modify the code
+- Distribute copies
+- Create and sell products built using Task Master
 
-1. After initializing your project, open it in Cursor
-2. The `.cursor/rules/dev_workflow.mdc` file is automatically loaded by Cursor, providing the AI with knowledge about the task management system
-3. Place your PRD document in the `scripts/` directory (e.g., `scripts/prd.txt`)
-4. Open Cursor's AI chat and switch to Agent mode
+❌ **Not Allowed**:
 
-### Setting up MCP in Cursor
+- Sell Task Master itself
+- Offer Task Master as a hosted service
+- Create competing products based on Task Master
 
-To enable enhanced task management capabilities directly within Cursor using the Model Control Protocol (MCP):
-
-1. Go to Cursor settings
-2. Navigate to the MCP section
-3. Click on "Add New MCP Server"
-4. Configure with the following details:
-   - Name: "Task Master"
-   - Type: "Command"
-   - Command: "npx -y --package task-master-ai task-master-mcp"
-5. Save the settings
-
-Once configured, you can interact with Task Master's task management commands directly through Cursor's interface, providing a more integrated experience.
-
-### Initial Task Generation
-
-In Cursor's AI chat, instruct the agent to generate tasks from your PRD:
-
-```
-Please use the task-master parse-prd command to generate tasks from my PRD. The PRD is located at scripts/prd.txt.
-```
-
-The agent will execute:
-
-```bash
-task-master parse-prd scripts/prd.txt
-```
-
-This will:
-
-- Parse your PRD document
-- Generate a structured `tasks.json` file with tasks, dependencies, priorities, and test strategies
-- The agent will understand this process due to the Cursor rules
-
-### Generate Individual Task Files
-
-Next, ask the agent to generate individual task files:
-
-```
-Please generate individual task files from tasks.json
-```
-
-The agent will execute:
-
-```bash
-task-master generate
-```
-
-This creates individual task files in the `tasks/` directory (e.g., `task_001.txt`, `task_002.txt`), making it easier to reference specific tasks.
-
-## AI-Driven Development Workflow
-
-The Cursor agent is pre-configured (via the rules file) to follow this workflow:
-
-### 1. Task Discovery and Selection
-
-Ask the agent to list available tasks:
-
-```
-What tasks are available to work on next?
-```
-
-The agent will:
-
-- Run `task-master list` to see all tasks
-- Run `task-master next` to determine the next task to work on
-- Analyze dependencies to determine which tasks are ready to be worked on
-- Prioritize tasks based on priority level and ID order
-- Suggest the next task(s) to implement
-
-### 2. Task Implementation
-
-When implementing a task, the agent will:
-
-- Reference the task's details section for implementation specifics
-- Consider dependencies on previous tasks
-- Follow the project's coding standards
-- Create appropriate tests based on the task's testStrategy
-
-You can ask:
-
-```
-Let's implement task 3. What does it involve?
-```
-
-### 3. Task Verification
-
-Before marking a task as complete, verify it according to:
-
-- The task's specified testStrategy
-- Any automated tests in the codebase
-- Manual verification if required
-
-### 4. Task Completion
-
-When a task is completed, tell the agent:
-
-```
-Task 3 is now complete. Please update its status.
-```
-
-The agent will execute:
-
-```bash
-task-master set-status --id=3 --status=done
-```
-
-### 5. Handling Implementation Drift
-
-If during implementation, you discover that:
-
-- The current approach differs significantly from what was planned
-- Future tasks need to be modified due to current implementation choices
-- New dependencies or requirements have emerged
-
-Tell the agent:
-
-```
-We've changed our approach. We're now using Express instead of Fastify. Please update all future tasks to reflect this change.
-```
-
-The agent will execute:
-
-```bash
-task-master update --from=4 --prompt="Now we are using Express instead of Fastify."
-```
-
-This will rewrite or re-scope subsequent tasks in tasks.json while preserving completed work.
-
-### 6. Breaking Down Complex Tasks
-
-For complex tasks that need more granularity:
-
-```
-Task 5 seems complex. Can you break it down into subtasks?
-```
-
-The agent will execute:
-
-```bash
-task-master expand --id=5 --num=3
-```
-
-You can provide additional context:
-
-```
-Please break down task 5 with a focus on security considerations.
-```
-
-The agent will execute:
-
-```bash
-task-master expand --id=5 --prompt="Focus on security aspects"
-```
-
-You can also expand all pending tasks:
-
-```
-Please break down all pending tasks into subtasks.
-```
-
-The agent will execute:
-
-```bash
-task-master expand --all
-```
-
-For research-backed subtask generation using Perplexity AI:
-
-```
-Please break down task 5 using research-backed generation.
-```
-
-The agent will execute:
-
-```bash
-task-master expand --id=5 --research
-```
-
-## Command Reference
-
-Here's a comprehensive reference of all available commands:
-
-### Parse PRD
-
-```bash
-# Parse a PRD file and generate tasks
-task-master parse-prd <prd-file.txt>
-
-# Limit the number of tasks generated
-task-master parse-prd <prd-file.txt> --num-tasks=10
-```
-
-### List Tasks
-
-```bash
-# List all tasks
-task-master list
-
-# List tasks with a specific status
-task-master list --status=<status>
-
-# List tasks with subtasks
-task-master list --with-subtasks
-
-# List tasks with a specific status and include subtasks
-task-master list --status=<status> --with-subtasks
-```
-
-### Show Next Task
-
-```bash
-# Show the next task to work on based on dependencies and status
-task-master next
-```
-
-### Show Specific Task
-
-```bash
-# Show details of a specific task
-task-master show <id>
-# or
-task-master show --id=<id>
-
-# View a specific subtask (e.g., subtask 2 of task 1)
-task-master show 1.2
-```
-
-### Update Tasks
-
-```bash
-# Update tasks from a specific ID and provide context
-task-master update --from=<id> --prompt="<prompt>"
-```
-
-### Update a Specific Task
-
-```bash
-# Update a single task by ID with new information
-task-master update-task --id=<id> --prompt="<prompt>"
-
-# Use research-backed updates with Perplexity AI
-task-master update-task --id=<id> --prompt="<prompt>" --research
-```
-
-### Update a Subtask
-
-```bash
-# Append additional information to a specific subtask
-task-master update-subtask --id=<parentId.subtaskId> --prompt="<prompt>"
-
-# Example: Add details about API rate limiting to subtask 2 of task 5
-task-master update-subtask --id=5.2 --prompt="Add rate limiting of 100 requests per minute"
-
-# Use research-backed updates with Perplexity AI
-task-master update-subtask --id=<parentId.subtaskId> --prompt="<prompt>" --research
-```
-
-Unlike the `update-task` command which replaces task information, the `update-subtask` command _appends_ new information to the existing subtask details, marking it with a timestamp. This is useful for iteratively enhancing subtasks while preserving the original content.
-
-### Remove Task
-
-```bash
-# Remove a task permanently
-task-master remove-task --id=<id>
-
-# Remove a subtask permanently
-task-master remove-task --id=<parentId.subtaskId>
-
-# Skip the confirmation prompt
-task-master remove-task --id=<id> --yes
-```
-
-The `remove-task` command permanently deletes a task or subtask from `tasks.json`. It also automatically cleans up any references to the deleted task in other tasks' dependencies. Consider using 'blocked', 'cancelled', or 'deferred' status instead if you want to keep the task for reference.
-
-### Generate Task Files
-
-```bash
-# Generate individual task files from tasks.json
-task-master generate
-```
-
-### Set Task Status
-
-```bash
-# Set status of a single task
-task-master set-status --id=<id> --status=<status>
-
-# Set status for multiple tasks
-task-master set-status --id=1,2,3 --status=<status>
-
-# Set status for subtasks
-task-master set-status --id=1.1,1.2 --status=<status>
-```
-
-When marking a task as "done", all of its subtasks will automatically be marked as "done" as well.
-
-### Expand Tasks
-
-```bash
-# Expand a specific task with subtasks
-task-master expand --id=<id> --num=<number>
-
-# Expand with additional context
-task-master expand --id=<id> --prompt="<context>"
-
-# Expand all pending tasks
-task-master expand --all
-
-# Force regeneration of subtasks for tasks that already have them
-task-master expand --all --force
-
-# Research-backed subtask generation for a specific task
-task-master expand --id=<id> --research
-
-# Research-backed generation for all tasks
-task-master expand --all --research
-```
-
-### Clear Subtasks
-
-```bash
-# Clear subtasks from a specific task
-task-master clear-subtasks --id=<id>
-
-# Clear subtasks from multiple tasks
-task-master clear-subtasks --id=1,2,3
-
-# Clear subtasks from all tasks
-task-master clear-subtasks --all
-```
-
-### Analyze Task Complexity
-
-```bash
-# Analyze complexity of all tasks
-task-master analyze-complexity
-
-# Save report to a custom location
-task-master analyze-complexity --output=my-report.json
-
-# Use a specific LLM model
-task-master analyze-complexity --model=claude-3-opus-20240229
-
-# Set a custom complexity threshold (1-10)
-task-master analyze-complexity --threshold=6
-
-# Use an alternative tasks file
-task-master analyze-complexity --file=custom-tasks.json
-
-# Use Perplexity AI for research-backed complexity analysis
-task-master analyze-complexity --research
-```
-
-### View Complexity Report
-
-```bash
-# Display the task complexity analysis report
-task-master complexity-report
-
-# View a report at a custom location
-task-master complexity-report --file=my-report.json
-```
-
-### Managing Task Dependencies
-
-```bash
-# Add a dependency to a task
-task-master add-dependency --id=<id> --depends-on=<id>
-
-# Remove a dependency from a task
-task-master remove-dependency --id=<id> --depends-on=<id>
-
-# Validate dependencies without fixing them
-task-master validate-dependencies
-
-# Find and fix invalid dependencies automatically
-task-master fix-dependencies
-```
-
-### Add a New Task
-
-```bash
-# Add a new task using AI
-task-master add-task --prompt="Description of the new task"
-
-# Add a task with dependencies
-task-master add-task --prompt="Description" --dependencies=1,2,3
-
-# Add a task with priority
-task-master add-task --prompt="Description" --priority=high
-```
-
-## Feature Details
-
-### Analyzing Task Complexity
-
-The `analyze-complexity` command:
-
-- Analyzes each task using AI to assess its complexity on a scale of 1-10
-- Recommends optimal number of subtasks based on configured DEFAULT_SUBTASKS
-- Generates tailored prompts for expanding each task
-- Creates a comprehensive JSON report with ready-to-use commands
-- Saves the report to scripts/task-complexity-report.json by default
-
-The generated report contains:
-
-- Complexity analysis for each task (scored 1-10)
-- Recommended number of subtasks based on complexity
-- AI-generated expansion prompts customized for each task
-- Ready-to-run expansion commands directly within each task analysis
-
-### Viewing Complexity Report
-
-The `complexity-report` command:
-
-- Displays a formatted, easy-to-read version of the complexity analysis report
-- Shows tasks organized by complexity score (highest to lowest)
-- Provides complexity distribution statistics (low, medium, high)
-- Highlights tasks recommended for expansion based on threshold score
-- Includes ready-to-use expansion commands for each complex task
-- If no report exists, offers to generate one on the spot
-
-### Smart Task Expansion
-
-The `expand` command automatically checks for and uses the complexity report:
-
-When a complexity report exists:
-
-- Tasks are automatically expanded using the recommended subtask count and prompts
-- When expanding all tasks, they're processed in order of complexity (highest first)
-- Research-backed generation is preserved from the complexity analysis
-- You can still override recommendations with explicit command-line options
-
-Example workflow:
-
-```bash
-# Generate the complexity analysis report with research capabilities
-task-master analyze-complexity --research
-
-# Review the report in a readable format
-task-master complexity-report
-
-# Expand tasks using the optimized recommendations
-task-master expand --id=8
-# or expand all tasks
-task-master expand --all
-```
-
-### Finding the Next Task
-
-The `next` command:
-
-- Identifies tasks that are pending/in-progress and have all dependencies satisfied
-- Prioritizes tasks by priority level, dependency count, and task ID
-- Displays comprehensive information about the selected task:
-  - Basic task details (ID, title, priority, dependencies)
-  - Implementation details
-  - Subtasks (if they exist)
-- Provides contextual suggested actions:
-  - Command to mark the task as in-progress
-  - Command to mark the task as done
-  - Commands for working with subtasks
-
-### Viewing Specific Task Details
-
-The `show` command:
-
-- Displays comprehensive details about a specific task or subtask
-- Shows task status, priority, dependencies, and detailed implementation notes
-- For parent tasks, displays all subtasks and their status
-- For subtasks, shows parent task relationship
-- Provides contextual action suggestions based on the task's state
-- Works with both regular tasks and subtasks (using the format taskId.subtaskId)
-
-## Best Practices for AI-Driven Development
-
-1. **Start with a detailed PRD**: The more detailed your PRD, the better the generated tasks will be.
-
-2. **Review generated tasks**: After parsing the PRD, review the tasks to ensure they make sense and have appropriate dependencies.
-
-3. **Analyze task complexity**: Use the complexity analysis feature to identify which tasks should be broken down further.
-
-4. **Follow the dependency chain**: Always respect task dependencies - the Cursor agent will help with this.
-
-5. **Update as you go**: If your implementation diverges from the plan, use the update command to keep future tasks aligned with your current approach.
-
-6. **Break down complex tasks**: Use the expand command to break down complex tasks into manageable subtasks.
-
-7. **Regenerate task files**: After any updates to tasks.json, regenerate the task files to keep them in sync.
-
-8. **Communicate context to the agent**: When asking the Cursor agent to help with a task, provide context about what you're trying to achieve.
-
-9. **Validate dependencies**: Periodically run the validate-dependencies command to check for invalid or circular dependencies.
-
-## Example Cursor AI Interactions
-
-### Starting a new project
-
-```
-I've just initialized a new project with Claude Task Master. I have a PRD at scripts/prd.txt.
-Can you help me parse it and set up the initial tasks?
-```
-
-### Working on tasks
-
-```
-What's the next task I should work on? Please consider dependencies and priorities.
-```
-
-### Implementing a specific task
-
-```
-I'd like to implement task 4. Can you help me understand what needs to be done and how to approach it?
-```
-
-### Managing subtasks
-
-```
-I need to regenerate the subtasks for task 3 with a different approach. Can you help me clear and regenerate them?
-```
-
-### Handling changes
-
-```
-We've decided to use MongoDB instead of PostgreSQL. Can you update all future tasks to reflect this change?
-```
-
-### Completing work
-
-```
-I've finished implementing the authentication system described in task 2. All tests are passing.
-Please mark it as complete and tell me what I should work on next.
-```
-
-### Analyzing complexity
-
-```
-Can you analyze the complexity of our tasks to help me understand which ones need to be broken down further?
-```
-
-### Viewing complexity report
-
-```
-Can you show me the complexity report in a more readable format?
-```
+See the [LICENSE](LICENSE) file for the complete license text and [licensing details](docs/licensing.md) for more information.

assets/scripts_README.md

@@ -21,9 +21,11 @@ In an AI-driven development process—particularly with tools like [Cursor](http
 The script can be configured through environment variables in a `.env` file at the root of the project:
 
 ### Required Configuration
+
 - `ANTHROPIC_API_KEY`: Your Anthropic API key for Claude
 
 ### Optional Configuration
+
 - `MODEL`: Specify which Claude model to use (default: "claude-3-7-sonnet-20250219")
 - `MAX_TOKENS`: Maximum tokens for model responses (default: 4000)
 - `TEMPERATURE`: Temperature for model responses (default: 0.7)
@@ -38,9 +40,10 @@ The script can be configured through environment variables in a `.env` file at t
 
 ## How It Works
 
-1. **`tasks.json`**:  
-   - A JSON file at the project root containing an array of tasks (each with `id`, `title`, `description`, `status`, etc.).  
-   - The `meta` field can store additional info like the project's name, version, or reference to the PRD.  
+1. **`tasks.json`**:
+
+   - A JSON file at the project root containing an array of tasks (each with `id`, `title`, `description`, `status`, etc.).
+   - The `meta` field can store additional info like the project's name, version, or reference to the PRD.
    - Tasks can have `subtasks` for more detailed implementation steps.
    - Dependencies are displayed with status indicators (✅ for completed, ⏱️ for pending) to easily track progress.
 
@@ -50,7 +53,7 @@ The script can be configured through environment variables in a `.env` file at t
    ```bash
    # If installed globally
    task-master [command] [options]
-   
+
    # If using locally within the project
    node scripts/dev.js [command] [options]
    ```
@@ -111,6 +114,7 @@ task-master update --file=custom-tasks.json --from=5 --prompt="Change database f
 ```
 
 Notes:
+
 - The `--prompt` parameter is required and should explain the changes or new context
 - Only tasks that aren't marked as 'done' will be updated
 - Tasks with ID >= the specified --from value will be updated
@@ -134,6 +138,7 @@ task-master set-status --id=1,2,3 --status=done
 ```
 
 Notes:
+
 - When marking a parent task as "done", all of its subtasks will automatically be marked as "done" as well
 - Common status values are 'done', 'pending', and 'deferred', but any string is accepted
 - You can specify multiple task IDs by separating them with commas
@@ -183,6 +188,7 @@ task-master clear-subtasks --all
 ```
 
 Notes:
+
 - After clearing subtasks, task files are automatically regenerated
 - This is useful when you want to regenerate subtasks with a different approach
 - Can be combined with the `expand` command to immediately generate new subtasks
@@ -198,6 +204,7 @@ The script integrates with two AI services:
 The Perplexity integration uses the OpenAI client to connect to Perplexity's API, which provides enhanced research capabilities for generating more informed subtasks. If the Perplexity API is unavailable or encounters an error, the script will automatically fall back to using Anthropic's Claude.
 
 To use the Perplexity integration:
+
 1. Obtain a Perplexity API key
 2. Add `PERPLEXITY_API_KEY` to your `.env` file
 3. Optionally specify `PERPLEXITY_MODEL` in your `.env` file (default: "sonar-medium-online")
@@ -206,6 +213,7 @@ To use the Perplexity integration:
 ## Logging
 
 The script supports different logging levels controlled by the `LOG_LEVEL` environment variable:
+
 - `debug`: Detailed information, typically useful for troubleshooting
 - `info`: Confirmation that things are working as expected (default)
 - `warn`: Warning messages that don't prevent execution
@@ -228,17 +236,20 @@ task-master remove-dependency --id=<id> --depends-on=<id>
 These commands:
 
 1. **Allow precise dependency management**:
+
    - Add dependencies between tasks with automatic validation
    - Remove dependencies when they're no longer needed
    - Update task files automatically after changes
 
 2. **Include validation checks**:
+
    - Prevent circular dependencies (a task depending on itself)
    - Prevent duplicate dependencies
    - Verify that both tasks exist before adding/removing dependencies
    - Check if dependencies exist before attempting to remove them
 
 3. **Provide clear feedback**:
+
    - Success messages confirm when dependencies are added/removed
    - Error messages explain why operations failed (if applicable)
 
@@ -263,6 +274,7 @@ task-master validate-dependencies --file=custom-tasks.json
 ```
 
 This command:
+
 - Scans all tasks and subtasks for non-existent dependencies
 - Identifies potential self-dependencies (tasks referencing themselves)
 - Reports all found issues without modifying files
@@ -284,6 +296,7 @@ task-master fix-dependencies --file=custom-tasks.json
 ```
 
 This command:
+
 1. **Validates all dependencies** across tasks and subtasks
 2. **Automatically removes**:
    - References to non-existent tasks and subtasks
@@ -321,6 +334,7 @@ task-master analyze-complexity --research
 ```
 
 Notes:
+
 - The command uses Claude to analyze each task's complexity (or Perplexity with --research flag)
 - Tasks are scored on a scale of 1-10
 - Each task receives a recommended number of subtasks based on DEFAULT_SUBTASKS configuration
@@ -345,33 +359,35 @@ task-master expand --id=8 --num=5 --prompt="Custom prompt"
 ```
 
 When a complexity report exists:
+
 - The `expand` command will use the recommended subtask count from the report (unless overridden)
 - It will use the tailored expansion prompt from the report (unless a custom prompt is provided)
 - When using `--all`, tasks are sorted by complexity score (highest first)
 - The `--research` flag is preserved from the complexity analysis to expansion
 
 The output report structure is:
+
 ```json
 {
-  "meta": {
-    "generatedAt": "2023-06-15T12:34:56.789Z",
-    "tasksAnalyzed": 20,
-    "thresholdScore": 5,
-    "projectName": "Your Project Name",
-    "usedResearch": true
-  },
-  "complexityAnalysis": [
-    {
-      "taskId": 8,
-      "taskTitle": "Develop Implementation Drift Handling",
-      "complexityScore": 9.5,
-      "recommendedSubtasks": 6,
-      "expansionPrompt": "Create subtasks that handle detecting...",
-      "reasoning": "This task requires sophisticated logic...",
-      "expansionCommand": "task-master expand --id=8 --num=6 --prompt=\"Create subtasks...\" --research"
-    },
-    // More tasks sorted by complexity score (highest first)
-  ]
+	"meta": {
+		"generatedAt": "2023-06-15T12:34:56.789Z",
+		"tasksAnalyzed": 20,
+		"thresholdScore": 5,
+		"projectName": "Your Project Name",
+		"usedResearch": true
+	},
+	"complexityAnalysis": [
+		{
+			"taskId": 8,
+			"taskTitle": "Develop Implementation Drift Handling",
+			"complexityScore": 9.5,
+			"recommendedSubtasks": 6,
+			"expansionPrompt": "Create subtasks that handle detecting...",
+			"reasoning": "This task requires sophisticated logic...",
+			"expansionCommand": "task-master expand --id=8 --num=6 --prompt=\"Create subtasks...\" --research"
+		}
+		// More tasks sorted by complexity score (highest first)
+	]
 }
 ```
 
@@ -438,4 +454,4 @@ This command:
    - Commands for working with subtasks
    - For subtasks, provides a link to view the parent task
 
-This command is particularly useful when you need to examine a specific task in detail before implementing it or when you want to check the status and details of a particular task.
+This command is particularly useful when you need to examine a specific task in detail before implementing it or when you want to check the status and details of a particular task.

bin/task-master-init.js

@@ -20,11 +20,11 @@ const args = process.argv.slice(2);
 
 // Spawn the init script with all arguments
 const child = spawn('node', [initScriptPath, ...args], {
-  stdio: 'inherit',
-  cwd: process.cwd()
+	stdio: 'inherit',
+	cwd: process.cwd()
 });
 
 // Handle exit
 child.on('close', (code) => {
-  process.exit(code);
-}); 
+	process.exit(code);
+});

bin/task-master.js

@@ -44,30 +44,36 @@ const initScriptPath = resolve(__dirname, '../scripts/init.js');
 
 // Helper function to run dev.js with arguments
 function runDevScript(args) {
-  // Debug: Show the transformed arguments when DEBUG=1 is set
-  if (process.env.DEBUG === '1') {
-    console.error('\nDEBUG - CLI Wrapper Analysis:');
-    console.error('- Original command: ' + process.argv.join(' '));
-    console.error('- Transformed args: ' + args.join(' '));
-    console.error('- dev.js will receive: node ' + devScriptPath + ' ' + args.join(' ') + '\n');
-  }
-  
-  // For testing: If TEST_MODE is set, just print args and exit
-  if (process.env.TEST_MODE === '1') {
-    console.log('Would execute:');
-    console.log(`node ${devScriptPath} ${args.join(' ')}`);
-    process.exit(0);
-    return;
-  }
-  
-  const child = spawn('node', [devScriptPath, ...args], {
-    stdio: 'inherit',
-    cwd: process.cwd()
-  });
-  
-  child.on('close', (code) => {
-    process.exit(code);
-  });
+	// Debug: Show the transformed arguments when DEBUG=1 is set
+	if (process.env.DEBUG === '1') {
+		console.error('\nDEBUG - CLI Wrapper Analysis:');
+		console.error('- Original command: ' + process.argv.join(' '));
+		console.error('- Transformed args: ' + args.join(' '));
+		console.error(
+			'- dev.js will receive: node ' +
+				devScriptPath +
+				' ' +
+				args.join(' ') +
+				'\n'
+		);
+	}
+
+	// For testing: If TEST_MODE is set, just print args and exit
+	if (process.env.TEST_MODE === '1') {
+		console.log('Would execute:');
+		console.log(`node ${devScriptPath} ${args.join(' ')}`);
+		process.exit(0);
+		return;
+	}
+
+	const child = spawn('node', [devScriptPath, ...args], {
+		stdio: 'inherit',
+		cwd: process.cwd()
+	});
+
+	child.on('close', (code) => {
+		process.exit(code);
+	});
 }
 
 // Helper function to detect camelCase and convert to kebab-case
@@ -79,228 +85,239 @@ const toKebabCase = (str) => str.replace(/([A-Z])/g, '-$1').toLowerCase();
  * @returns {Function} Wrapper action function
  */
 function createDevScriptAction(commandName) {
-  return (options, cmd) => {
-    // Check for camelCase flags and error out with helpful message
-    const camelCaseFlags = detectCamelCaseFlags(process.argv);
-    
-    // If camelCase flags were found, show error and exit
-    if (camelCaseFlags.length > 0) {
-      console.error('\nError: Please use kebab-case for CLI flags:');
-      camelCaseFlags.forEach(flag => {
-        console.error(`  Instead of: --${flag.original}`);
-        console.error(`  Use:        --${flag.kebabCase}`);
-      });
-      console.error('\nExample: task-master parse-prd --num-tasks=5 instead of --numTasks=5\n');
-      process.exit(1);
-    }
-    
-    // Since we've ensured no camelCase flags, we can now just:
-    // 1. Start with the command name
-    const args = [commandName];
-    
-    // 3. Get positional arguments and explicit flags from the command line
-    const commandArgs = [];
-    const positionals = new Set(); // Track positional args we've seen
-    
-    // Find the command in raw process.argv to extract args
-    const commandIndex = process.argv.indexOf(commandName);
-    if (commandIndex !== -1) {
-      // Process all args after the command name
-      for (let i = commandIndex + 1; i < process.argv.length; i++) {
-        const arg = process.argv[i];
-        
-        if (arg.startsWith('--')) {
-          // It's a flag - pass through as is
-          commandArgs.push(arg);
-          // Skip the next arg if this is a flag with a value (not --flag=value format)
-          if (!arg.includes('=') && 
-              i + 1 < process.argv.length && 
-              !process.argv[i+1].startsWith('--')) {
-            commandArgs.push(process.argv[++i]);
-          }
-        } else if (!positionals.has(arg)) {
-          // It's a positional argument we haven't seen
-          commandArgs.push(arg);
-          positionals.add(arg);
-        }
-      }
-    }
-    
-    // Add all command line args we collected
-    args.push(...commandArgs);
-    
-    // 4. Add default options from Commander if not specified on command line
-    // Track which options we've seen on the command line
-    const userOptions = new Set();
-    for (const arg of commandArgs) {
-      if (arg.startsWith('--')) {
-        // Extract option name (without -- and value)
-        const name = arg.split('=')[0].slice(2);
-        userOptions.add(name);
-        
-        // Add the kebab-case version too, to prevent duplicates
-        const kebabName = name.replace(/([A-Z])/g, '-$1').toLowerCase();
-        userOptions.add(kebabName);
-        
-        // Add the camelCase version as well
-        const camelName = kebabName.replace(/-([a-z])/g, (_, letter) => letter.toUpperCase());
-        userOptions.add(camelName);
-      }
-    }
-    
-    // Add Commander-provided defaults for options not specified by user
-    Object.entries(options).forEach(([key, value]) => {
-      // Debug output to see what keys we're getting
-      if (process.env.DEBUG === '1') {
-        console.error(`DEBUG - Processing option: ${key} = ${value}`);
-      }
+	return (options, cmd) => {
+		// Check for camelCase flags and error out with helpful message
+		const camelCaseFlags = detectCamelCaseFlags(process.argv);
 
-      // Special case for numTasks > num-tasks (a known problem case)
-      if (key === 'numTasks') {
-        if (process.env.DEBUG === '1') {
-          console.error('DEBUG - Converting numTasks to num-tasks');
-        }
-        if (!userOptions.has('num-tasks') && !userOptions.has('numTasks')) {
-          args.push(`--num-tasks=${value}`);
-        }
-        return;
-      }
-      
-      // Skip built-in Commander properties and options the user provided
-      if (['parent', 'commands', 'options', 'rawArgs'].includes(key) || userOptions.has(key)) {
-        return;
-      }
-      
-      // Also check the kebab-case version of this key
-      const kebabKey = key.replace(/([A-Z])/g, '-$1').toLowerCase();
-      if (userOptions.has(kebabKey)) {
-        return;
-      }
-      
-      // Add default values, using kebab-case for the parameter name
-      if (value !== undefined) {
-        if (typeof value === 'boolean') {
-          if (value === true) {
-            args.push(`--${kebabKey}`);
-          } else if (value === false && key === 'generate') {
-            args.push('--skip-generate');
-          }
-        } else {
-          // Always use kebab-case for option names
-          args.push(`--${kebabKey}=${value}`);
-        }
-      }
-    });
-    
-    // Special handling for parent parameter (uses -p)
-    if (options.parent && !args.includes('-p') && !userOptions.has('parent')) {
-      args.push('-p', options.parent);
-    }
-    
-    // Debug output for troubleshooting
-    if (process.env.DEBUG === '1') {
-      console.error('DEBUG - Command args:', commandArgs);
-      console.error('DEBUG - User options:', Array.from(userOptions));
-      console.error('DEBUG - Commander options:', options);
-      console.error('DEBUG - Final args:', args);
-    }
-    
-    // Run the script with our processed args
-    runDevScript(args);
-  };
+		// If camelCase flags were found, show error and exit
+		if (camelCaseFlags.length > 0) {
+			console.error('\nError: Please use kebab-case for CLI flags:');
+			camelCaseFlags.forEach((flag) => {
+				console.error(`  Instead of: --${flag.original}`);
+				console.error(`  Use:        --${flag.kebabCase}`);
+			});
+			console.error(
+				'\nExample: task-master parse-prd --num-tasks=5 instead of --numTasks=5\n'
+			);
+			process.exit(1);
+		}
+
+		// Since we've ensured no camelCase flags, we can now just:
+		// 1. Start with the command name
+		const args = [commandName];
+
+		// 3. Get positional arguments and explicit flags from the command line
+		const commandArgs = [];
+		const positionals = new Set(); // Track positional args we've seen
+
+		// Find the command in raw process.argv to extract args
+		const commandIndex = process.argv.indexOf(commandName);
+		if (commandIndex !== -1) {
+			// Process all args after the command name
+			for (let i = commandIndex + 1; i < process.argv.length; i++) {
+				const arg = process.argv[i];
+
+				if (arg.startsWith('--')) {
+					// It's a flag - pass through as is
+					commandArgs.push(arg);
+					// Skip the next arg if this is a flag with a value (not --flag=value format)
+					if (
+						!arg.includes('=') &&
+						i + 1 < process.argv.length &&
+						!process.argv[i + 1].startsWith('--')
+					) {
+						commandArgs.push(process.argv[++i]);
+					}
+				} else if (!positionals.has(arg)) {
+					// It's a positional argument we haven't seen
+					commandArgs.push(arg);
+					positionals.add(arg);
+				}
+			}
+		}
+
+		// Add all command line args we collected
+		args.push(...commandArgs);
+
+		// 4. Add default options from Commander if not specified on command line
+		// Track which options we've seen on the command line
+		const userOptions = new Set();
+		for (const arg of commandArgs) {
+			if (arg.startsWith('--')) {
+				// Extract option name (without -- and value)
+				const name = arg.split('=')[0].slice(2);
+				userOptions.add(name);
+
+				// Add the kebab-case version too, to prevent duplicates
+				const kebabName = name.replace(/([A-Z])/g, '-$1').toLowerCase();
+				userOptions.add(kebabName);
+
+				// Add the camelCase version as well
+				const camelName = kebabName.replace(/-([a-z])/g, (_, letter) =>
+					letter.toUpperCase()
+				);
+				userOptions.add(camelName);
+			}
+		}
+
+		// Add Commander-provided defaults for options not specified by user
+		Object.entries(options).forEach(([key, value]) => {
+			// Debug output to see what keys we're getting
+			if (process.env.DEBUG === '1') {
+				console.error(`DEBUG - Processing option: ${key} = ${value}`);
+			}
+
+			// Special case for numTasks > num-tasks (a known problem case)
+			if (key === 'numTasks') {
+				if (process.env.DEBUG === '1') {
+					console.error('DEBUG - Converting numTasks to num-tasks');
+				}
+				if (!userOptions.has('num-tasks') && !userOptions.has('numTasks')) {
+					args.push(`--num-tasks=${value}`);
+				}
+				return;
+			}
+
+			// Skip built-in Commander properties and options the user provided
+			if (
+				['parent', 'commands', 'options', 'rawArgs'].includes(key) ||
+				userOptions.has(key)
+			) {
+				return;
+			}
+
+			// Also check the kebab-case version of this key
+			const kebabKey = key.replace(/([A-Z])/g, '-$1').toLowerCase();
+			if (userOptions.has(kebabKey)) {
+				return;
+			}
+
+			// Add default values, using kebab-case for the parameter name
+			if (value !== undefined) {
+				if (typeof value === 'boolean') {
+					if (value === true) {
+						args.push(`--${kebabKey}`);
+					} else if (value === false && key === 'generate') {
+						args.push('--skip-generate');
+					}
+				} else {
+					// Always use kebab-case for option names
+					args.push(`--${kebabKey}=${value}`);
+				}
+			}
+		});
+
+		// Special handling for parent parameter (uses -p)
+		if (options.parent && !args.includes('-p') && !userOptions.has('parent')) {
+			args.push('-p', options.parent);
+		}
+
+		// Debug output for troubleshooting
+		if (process.env.DEBUG === '1') {
+			console.error('DEBUG - Command args:', commandArgs);
+			console.error('DEBUG - User options:', Array.from(userOptions));
+			console.error('DEBUG - Commander options:', options);
+			console.error('DEBUG - Final args:', args);
+		}
+
+		// Run the script with our processed args
+		runDevScript(args);
+	};
 }
 
 // Special case for the 'init' command which uses a different script
 function registerInitCommand(program) {
-  program
-    .command('init')
-    .description('Initialize a new project')
-    .option('-y, --yes', 'Skip prompts and use default values')
-    .option('-n, --name <name>', 'Project name')
-    .option('-d, --description <description>', 'Project description')
-    .option('-v, --version <version>', 'Project version')
-    .option('-a, --author <author>', 'Author name')
-    .option('--skip-install', 'Skip installing dependencies')
-    .option('--dry-run', 'Show what would be done without making changes')
-    .action((options) => {
-      // Pass through any options to the init script
-      const args = ['--yes', 'name', 'description', 'version', 'author', 'skip-install', 'dry-run']
-        .filter(opt => options[opt])
-        .map(opt => {
-          if (opt === 'yes' || opt === 'skip-install' || opt === 'dry-run') {
-            return `--${opt}`;
-          }
-          return `--${opt}=${options[opt]}`;
-        });
-      
-      const child = spawn('node', [initScriptPath, ...args], {
-        stdio: 'inherit',
-        cwd: process.cwd()
-      });
-      
-      child.on('close', (code) => {
-        process.exit(code);
-      });
-    });
+	program
+		.command('init')
+		.description('Initialize a new project')
+		.option('-y, --yes', 'Skip prompts and use default values')
+		.option('-n, --name <name>', 'Project name')
+		.option('-d, --description <description>', 'Project description')
+		.option('-v, --version <version>', 'Project version')
+		.option('-a, --author <author>', 'Author name')
+		.option('--skip-install', 'Skip installing dependencies')
+		.option('--dry-run', 'Show what would be done without making changes')
+		.action((options) => {
+			// Pass through any options to the init script
+			const args = [
+				'--yes',
+				'name',
+				'description',
+				'version',
+				'author',
+				'skip-install',
+				'dry-run'
+			]
+				.filter((opt) => options[opt])
+				.map((opt) => {
+					if (opt === 'yes' || opt === 'skip-install' || opt === 'dry-run') {
+						return `--${opt}`;
+					}
+					return `--${opt}=${options[opt]}`;
+				});
+
+			const child = spawn('node', [initScriptPath, ...args], {
+				stdio: 'inherit',
+				cwd: process.cwd()
+			});
+
+			child.on('close', (code) => {
+				process.exit(code);
+			});
+		});
 }
 
 // Set up the command-line interface
 const program = new Command();
 
 program
-  .name('task-master')
-  .description('Claude Task Master CLI')
-  .version(version)
-  .addHelpText('afterAll', () => {
-    // Use the same help display function as dev.js for consistency
-    displayHelp();
-    return ''; // Return empty string to prevent commander's default help
-  });
+	.name('task-master')
+	.description('Claude Task Master CLI')
+	.version(version)
+	.addHelpText('afterAll', () => {
+		// Use the same help display function as dev.js for consistency
+		displayHelp();
+		return ''; // Return empty string to prevent commander's default help
+	});
 
 // Add custom help option to directly call our help display
 program.helpOption('-h, --help', 'Display help information');
 program.on('--help', () => {
-  displayHelp();
+	displayHelp();
 });
 
 // Add special case commands
 registerInitCommand(program);
 
 program
-  .command('dev')
-  .description('Run the dev.js script')
-  .action(() => {
-    const args = process.argv.slice(process.argv.indexOf('dev') + 1);
-    runDevScript(args);
-  });
+	.command('dev')
+	.description('Run the dev.js script')
+	.action(() => {
+		const args = process.argv.slice(process.argv.indexOf('dev') + 1);
+		runDevScript(args);
+	});
 
 // Use a temporary Command instance to get all command definitions
 const tempProgram = new Command();
 registerCommands(tempProgram);
 
 // For each command in the temp instance, add a modified version to our actual program
-tempProgram.commands.forEach(cmd => {
-  if (['init', 'dev'].includes(cmd.name())) {
-    // Skip commands we've already defined specially
-    return;
-  }
-  
-  // Create a new command with the same name and description
-  const newCmd = program
-    .command(cmd.name())
-    .description(cmd.description());
-  
-  // Copy all options
-  cmd.options.forEach(opt => {
-    newCmd.option(
-      opt.flags,
-      opt.description,
-      opt.defaultValue
-    );
-  });
-  
-  // Set the action to proxy to dev.js
-  newCmd.action(createDevScriptAction(cmd.name()));
+tempProgram.commands.forEach((cmd) => {
+	if (['init', 'dev'].includes(cmd.name())) {
+		// Skip commands we've already defined specially
+		return;
+	}
+
+	// Create a new command with the same name and description
+	const newCmd = program.command(cmd.name()).description(cmd.description());
+
+	// Copy all options
+	cmd.options.forEach((opt) => {
+		newCmd.option(opt.flags, opt.description, opt.defaultValue);
+	});
+
+	// Set the action to proxy to dev.js
+	newCmd.action(createDevScriptAction(cmd.name()));
 });
 
 // Parse the command line arguments
@@ -308,47 +325,56 @@ program.parse(process.argv);
 
 // Add global error handling for unknown commands and options
 process.on('uncaughtException', (err) => {
-  // Check if this is a commander.js unknown option error
-  if (err.code === 'commander.unknownOption') {
-    const option = err.message.match(/'([^']+)'/)?.[1];
-    const commandArg = process.argv.find(arg => !arg.startsWith('-') && 
-                                            arg !== 'task-master' && 
-                                            !arg.includes('/') && 
-                                            arg !== 'node');
-    const command = commandArg || 'unknown';
-    
-    console.error(chalk.red(`Error: Unknown option '${option}'`));
-    console.error(chalk.yellow(`Run 'task-master ${command} --help' to see available options for this command`));
-    process.exit(1);
-  }
-  
-  // Check if this is a commander.js unknown command error
-  if (err.code === 'commander.unknownCommand') {
-    const command = err.message.match(/'([^']+)'/)?.[1];
-    
-    console.error(chalk.red(`Error: Unknown command '${command}'`));
-    console.error(chalk.yellow(`Run 'task-master --help' to see available commands`));
-    process.exit(1);
-  }
-  
-  // Handle other uncaught exceptions
-  console.error(chalk.red(`Error: ${err.message}`));
-  if (process.env.DEBUG === '1') {
-    console.error(err);
-  }
-  process.exit(1);
+	// Check if this is a commander.js unknown option error
+	if (err.code === 'commander.unknownOption') {
+		const option = err.message.match(/'([^']+)'/)?.[1];
+		const commandArg = process.argv.find(
+			(arg) =>
+				!arg.startsWith('-') &&
+				arg !== 'task-master' &&
+				!arg.includes('/') &&
+				arg !== 'node'
+		);
+		const command = commandArg || 'unknown';
+
+		console.error(chalk.red(`Error: Unknown option '${option}'`));
+		console.error(
+			chalk.yellow(
+				`Run 'task-master ${command} --help' to see available options for this command`
+			)
+		);
+		process.exit(1);
+	}
+
+	// Check if this is a commander.js unknown command error
+	if (err.code === 'commander.unknownCommand') {
+		const command = err.message.match(/'([^']+)'/)?.[1];
+
+		console.error(chalk.red(`Error: Unknown command '${command}'`));
+		console.error(
+			chalk.yellow(`Run 'task-master --help' to see available commands`)
+		);
+		process.exit(1);
+	}
+
+	// Handle other uncaught exceptions
+	console.error(chalk.red(`Error: ${err.message}`));
+	if (process.env.DEBUG === '1') {
+		console.error(err);
+	}
+	process.exit(1);
 });
 
 // Show help if no command was provided (just 'task-master' with no args)
 if (process.argv.length <= 2) {
-  displayBanner();
-  displayHelp();
-  process.exit(0);
+	displayBanner();
+	displayHelp();
+	process.exit(0);
 }
 
 // Add exports at the end of the file
 if (typeof module !== 'undefined') {
-  module.exports = {
-    detectCamelCaseFlags
-  };
-} 
+	module.exports = {
+		detectCamelCaseFlags
+	};
+}

context/MCP_INTEGRATION.md

@@ -41,39 +41,39 @@ Core functions should follow this pattern to support both CLI and MCP use:
  * @returns {Object|undefined} - Returns data when source is 'mcp'
  */
 function exampleFunction(param1, param2, options = {}) {
-  try {
-    // Skip UI for MCP
-    if (options.source !== 'mcp') {
-      displayBanner();
-      console.log(chalk.blue('Processing operation...'));
-    }
-    
-    // Do the core business logic
-    const result = doSomething(param1, param2);
-    
-    // For MCP, return structured data
-    if (options.source === 'mcp') {
-      return {
-        success: true,
-        data: result
-      };
-    }
-    
-    // For CLI, display output
-    console.log(chalk.green('Operation completed successfully!'));
-  } catch (error) {
-    // Handle errors based on source
-    if (options.source === 'mcp') {
-      return {
-        success: false,
-        error: error.message
-      };
-    }
-    
-    // CLI error handling
-    console.error(chalk.red(`Error: ${error.message}`));
-    process.exit(1);
-  }
+	try {
+		// Skip UI for MCP
+		if (options.source !== 'mcp') {
+			displayBanner();
+			console.log(chalk.blue('Processing operation...'));
+		}
+
+		// Do the core business logic
+		const result = doSomething(param1, param2);
+
+		// For MCP, return structured data
+		if (options.source === 'mcp') {
+			return {
+				success: true,
+				data: result
+			};
+		}
+
+		// For CLI, display output
+		console.log(chalk.green('Operation completed successfully!'));
+	} catch (error) {
+		// Handle errors based on source
+		if (options.source === 'mcp') {
+			return {
+				success: false,
+				error: error.message
+			};
+		}
+
+		// CLI error handling
+		console.error(chalk.red(`Error: ${error.message}`));
+		process.exit(1);
+	}
 }
 ```
 
@@ -89,17 +89,17 @@ export const simpleFunction = adaptForMcp(originalFunction);
 
 // Split implementation - completely different code paths for CLI vs MCP
 export const complexFunction = sourceSplitFunction(
-  // CLI version with UI
-  function(param1, param2) {
-    displayBanner();
-    console.log(`Processing ${param1}...`);
-    // ... CLI implementation
-  },
-  // MCP version with structured return
-  function(param1, param2, options = {}) {
-    // ... MCP implementation
-    return { success: true, data };
-  }
+	// CLI version with UI
+	function (param1, param2) {
+		displayBanner();
+		console.log(`Processing ${param1}...`);
+		// ... CLI implementation
+	},
+	// MCP version with structured return
+	function (param1, param2, options = {}) {
+		// ... MCP implementation
+		return { success: true, data };
+	}
 );
 ```
 
@@ -110,7 +110,7 @@ When adding new features, follow these steps to ensure CLI and MCP compatibility
 1. **Implement Core Logic** in the appropriate module file
 2. **Add Source Parameter Support** using the pattern above
 3. **Add to task-master-core.js** to make it available for direct import
-4. **Update Command Map** in `mcp-server/src/tools/utils.js` 
+4. **Update Command Map** in `mcp-server/src/tools/utils.js`
 5. **Create Tool Implementation** in `mcp-server/src/tools/`
 6. **Register the Tool** in `mcp-server/src/tools/index.js`
 
@@ -119,39 +119,39 @@ When adding new features, follow these steps to ensure CLI and MCP compatibility
 ```javascript
 // In scripts/modules/task-manager.js
 export async function newFeature(param1, param2, options = {}) {
-  try {
-    // Source-specific UI
-    if (options.source !== 'mcp') {
-      displayBanner();
-      console.log(chalk.blue('Running new feature...'));
-    }
-    
-    // Shared core logic
-    const result = processFeature(param1, param2);
-    
-    // Source-specific return handling
-    if (options.source === 'mcp') {
-      return {
-        success: true,
-        data: result
-      };
-    }
-    
-    // CLI output
-    console.log(chalk.green('Feature completed successfully!'));
-    displayOutput(result);
-  } catch (error) {
-    // Error handling based on source
-    if (options.source === 'mcp') {
-      return {
-        success: false,
-        error: error.message
-      };
-    }
-    
-    console.error(chalk.red(`Error: ${error.message}`));
-    process.exit(1);
-  }
+	try {
+		// Source-specific UI
+		if (options.source !== 'mcp') {
+			displayBanner();
+			console.log(chalk.blue('Running new feature...'));
+		}
+
+		// Shared core logic
+		const result = processFeature(param1, param2);
+
+		// Source-specific return handling
+		if (options.source === 'mcp') {
+			return {
+				success: true,
+				data: result
+			};
+		}
+
+		// CLI output
+		console.log(chalk.green('Feature completed successfully!'));
+		displayOutput(result);
+	} catch (error) {
+		// Error handling based on source
+		if (options.source === 'mcp') {
+			return {
+				success: false,
+				error: error.message
+			};
+		}
+
+		console.error(chalk.red(`Error: ${error.message}`));
+		process.exit(1);
+	}
 }
 ```
 
@@ -163,12 +163,12 @@ import { newFeature } from '../../../scripts/modules/task-manager.js';
 
 // Add to exports
 export default {
-  // ... existing functions
-  
-  async newFeature(args = {}, options = {}) {
-    const { param1, param2 } = args;
-    return executeFunction(newFeature, [param1, param2], options);
-  }
+	// ... existing functions
+
+	async newFeature(args = {}, options = {}) {
+		const { param1, param2 } = args;
+		return executeFunction(newFeature, [param1, param2], options);
+	}
 };
 ```
 
@@ -177,8 +177,8 @@ export default {
 ```javascript
 // In mcp-server/src/tools/utils.js
 const commandMap = {
-  // ... existing mappings
-  'new-feature': 'newFeature'
+	// ... existing mappings
+	'new-feature': 'newFeature'
 };
 ```
 
@@ -186,53 +186,53 @@ const commandMap = {
 
 ```javascript
 // In mcp-server/src/tools/newFeature.js
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  executeTaskMasterCommand,
-  createContentResponse,
-  createErrorResponse,
-} from "./utils.js";
+	executeTaskMasterCommand,
+	createContentResponse,
+	createErrorResponse
+} from './utils.js';
 
 export function registerNewFeatureTool(server) {
-  server.addTool({
-    name: "newFeature",
-    description: "Run the new feature",
-    parameters: z.object({
-      param1: z.string().describe("First parameter"),
-      param2: z.number().optional().describe("Second parameter"),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z.string().describe("Root directory of the project")
-    }),
-    execute: async (args, { log }) => {
-      try {
-        log.info(`Running new feature with args: ${JSON.stringify(args)}`);
+	server.addTool({
+		name: 'newFeature',
+		description: 'Run the new feature',
+		parameters: z.object({
+			param1: z.string().describe('First parameter'),
+			param2: z.number().optional().describe('Second parameter'),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z.string().describe('Root directory of the project')
+		}),
+		execute: async (args, { log }) => {
+			try {
+				log.info(`Running new feature with args: ${JSON.stringify(args)}`);
 
-        const cmdArgs = [];
-        if (args.param1) cmdArgs.push(`--param1=${args.param1}`);
-        if (args.param2) cmdArgs.push(`--param2=${args.param2}`);
-        if (args.file) cmdArgs.push(`--file=${args.file}`);
+				const cmdArgs = [];
+				if (args.param1) cmdArgs.push(`--param1=${args.param1}`);
+				if (args.param2) cmdArgs.push(`--param2=${args.param2}`);
+				if (args.file) cmdArgs.push(`--file=${args.file}`);
 
-        const projectRoot = args.projectRoot;
+				const projectRoot = args.projectRoot;
 
-        // Execute the command
-        const result = await executeTaskMasterCommand(
-          "new-feature",
-          log,
-          cmdArgs,
-          projectRoot
-        );
+				// Execute the command
+				const result = await executeTaskMasterCommand(
+					'new-feature',
+					log,
+					cmdArgs,
+					projectRoot
+				);
 
-        if (!result.success) {
-          throw new Error(result.error);
-        }
+				if (!result.success) {
+					throw new Error(result.error);
+				}
 
-        return createContentResponse(result.stdout);
-      } catch (error) {
-        log.error(`Error in new feature: ${error.message}`);
-        return createErrorResponse(`Error in new feature: ${error.message}`);
-      }
-    },
-  });
+				return createContentResponse(result.stdout);
+			} catch (error) {
+				log.error(`Error in new feature: ${error.message}`);
+				return createErrorResponse(`Error in new feature: ${error.message}`);
+			}
+		}
+	});
 }
 ```
 
@@ -240,11 +240,11 @@ export function registerNewFeatureTool(server) {
 
 ```javascript
 // In mcp-server/src/tools/index.js
-import { registerNewFeatureTool } from "./newFeature.js";
+import { registerNewFeatureTool } from './newFeature.js';
 
 export function registerTaskMasterTools(server) {
-  // ... existing registrations
-  registerNewFeatureTool(server);
+	// ... existing registrations
+	registerNewFeatureTool(server);
 }
 ```
 
@@ -266,4 +266,4 @@ node mcp-server/tests/test-command.js newFeature
 2. **Structured Data for MCP** - Return clean JSON objects from MCP source functions
 3. **Consistent Error Handling** - Standardize error formats for both interfaces
 4. **Documentation** - Update MCP tool documentation when adding new features
-5. **Testing** - Test both CLI and MCP interfaces for any new or modified feature 
+5. **Testing** - Test both CLI and MCP interfaces for any new or modified feature

docs/README.md

@@ -0,0 +1,22 @@
+# Task Master Documentation
+
+Welcome to the Task Master documentation. Use the links below to navigate to the information you need:
+
+## Getting Started
+
+- [Configuration Guide](configuration.md) - Set up environment variables and customize Task Master
+- [Tutorial](tutorial.md) - Step-by-step guide to getting started with Task Master
+
+## Reference
+
+- [Command Reference](command-reference.md) - Complete list of all available commands
+- [Task Structure](task-structure.md) - Understanding the task format and features
+
+## Examples & Licensing
+
+- [Example Interactions](examples.md) - Common Cursor AI interaction examples
+- [Licensing Information](licensing.md) - Detailed information about the license
+
+## Need More Help?
+
+If you can't find what you're looking for in these docs, please check the [main README](../README.md) or visit our [GitHub repository](https://github.com/eyaltoledano/claude-task-master).

docs/ai-client-utils-example.md

@@ -6,57 +6,55 @@ This document provides examples of how to use the new AI client utilities with A
 
 ```javascript
 // In your direct function implementation:
-import { 
-  getAnthropicClientForMCP, 
-  getModelConfig, 
-  handleClaudeError 
+import {
+	getAnthropicClientForMCP,
+	getModelConfig,
+	handleClaudeError
 } from '../utils/ai-client-utils.js';
 
 export async function someAiOperationDirect(args, log, context) {
-  try {
-    // Initialize Anthropic client with session from context
-    const client = getAnthropicClientForMCP(context.session, log);
-    
-    // Get model configuration with defaults or session overrides
-    const modelConfig = getModelConfig(context.session);
-    
-    // Make API call with proper error handling
-    try {
-      const response = await client.messages.create({
-        model: modelConfig.model,
-        max_tokens: modelConfig.maxTokens,
-        temperature: modelConfig.temperature,
-        messages: [
-          { role: 'user', content: 'Your prompt here' }
-        ]
-      });
-      
-      return {
-        success: true,
-        data: response
-      };
-    } catch (apiError) {
-      // Use helper to get user-friendly error message
-      const friendlyMessage = handleClaudeError(apiError);
-      
-      return {
-        success: false,
-        error: {
-          code: 'AI_API_ERROR',
-          message: friendlyMessage
-        }
-      };
-    }
-  } catch (error) {
-    // Handle client initialization errors
-    return {
-      success: false,
-      error: {
-        code: 'AI_CLIENT_ERROR',
-        message: error.message
-      }
-    };
-  }
+	try {
+		// Initialize Anthropic client with session from context
+		const client = getAnthropicClientForMCP(context.session, log);
+
+		// Get model configuration with defaults or session overrides
+		const modelConfig = getModelConfig(context.session);
+
+		// Make API call with proper error handling
+		try {
+			const response = await client.messages.create({
+				model: modelConfig.model,
+				max_tokens: modelConfig.maxTokens,
+				temperature: modelConfig.temperature,
+				messages: [{ role: 'user', content: 'Your prompt here' }]
+			});
+
+			return {
+				success: true,
+				data: response
+			};
+		} catch (apiError) {
+			// Use helper to get user-friendly error message
+			const friendlyMessage = handleClaudeError(apiError);
+
+			return {
+				success: false,
+				error: {
+					code: 'AI_API_ERROR',
+					message: friendlyMessage
+				}
+			};
+		}
+	} catch (error) {
+		// Handle client initialization errors
+		return {
+			success: false,
+			error: {
+				code: 'AI_CLIENT_ERROR',
+				message: error.message
+			}
+		};
+	}
 }
 ```
 
@@ -64,86 +62,85 @@ export async function someAiOperationDirect(args, log, context) {
 
 ```javascript
 // In your MCP tool implementation:
-import { AsyncOperationManager, StatusCodes } from '../../utils/async-operation-manager.js';
+import {
+	AsyncOperationManager,
+	StatusCodes
+} from '../../utils/async-operation-manager.js';
 import { someAiOperationDirect } from '../../core/direct-functions/some-ai-operation.js';
 
 export async function someAiOperation(args, context) {
-  const { session, mcpLog } = context;
-  const log = mcpLog || console;
-  
-  try {
-    // Create operation description
-    const operationDescription = `AI operation: ${args.someParam}`;
-    
-    // Start async operation
-    const operation = AsyncOperationManager.createOperation(
-      operationDescription,
-      async (reportProgress) => {
-        try {
-          // Initial progress report
-          reportProgress({
-            progress: 0,
-            status: 'Starting AI operation...'
-          });
-          
-          // Call direct function with session and progress reporting
-          const result = await someAiOperationDirect(
-            args, 
-            log, 
-            {
-              reportProgress,
-              mcpLog: log,
-              session
-            }
-          );
-          
-          // Final progress update
-          reportProgress({
-            progress: 100,
-            status: result.success ? 'Operation completed' : 'Operation failed',
-            result: result.data,
-            error: result.error
-          });
-          
-          return result;
-        } catch (error) {
-          // Handle errors in the operation
-          reportProgress({
-            progress: 100,
-            status: 'Operation failed',
-            error: {
-              message: error.message,
-              code: error.code || 'OPERATION_FAILED'
-            }
-          });
-          throw error;
-        }
-      }
-    );
-    
-    // Return immediate response with operation ID
-    return {
-      status: StatusCodes.ACCEPTED,
-      body: {
-        success: true,
-        message: 'Operation started',
-        operationId: operation.id
-      }
-    };
-  } catch (error) {
-    // Handle errors in the MCP tool
-    log.error(`Error in someAiOperation: ${error.message}`);
-    return {
-      status: StatusCodes.INTERNAL_SERVER_ERROR,
-      body: {
-        success: false,
-        error: {
-          code: 'OPERATION_FAILED',
-          message: error.message
-        }
-      }
-    };
-  }
+	const { session, mcpLog } = context;
+	const log = mcpLog || console;
+
+	try {
+		// Create operation description
+		const operationDescription = `AI operation: ${args.someParam}`;
+
+		// Start async operation
+		const operation = AsyncOperationManager.createOperation(
+			operationDescription,
+			async (reportProgress) => {
+				try {
+					// Initial progress report
+					reportProgress({
+						progress: 0,
+						status: 'Starting AI operation...'
+					});
+
+					// Call direct function with session and progress reporting
+					const result = await someAiOperationDirect(args, log, {
+						reportProgress,
+						mcpLog: log,
+						session
+					});
+
+					// Final progress update
+					reportProgress({
+						progress: 100,
+						status: result.success ? 'Operation completed' : 'Operation failed',
+						result: result.data,
+						error: result.error
+					});
+
+					return result;
+				} catch (error) {
+					// Handle errors in the operation
+					reportProgress({
+						progress: 100,
+						status: 'Operation failed',
+						error: {
+							message: error.message,
+							code: error.code || 'OPERATION_FAILED'
+						}
+					});
+					throw error;
+				}
+			}
+		);
+
+		// Return immediate response with operation ID
+		return {
+			status: StatusCodes.ACCEPTED,
+			body: {
+				success: true,
+				message: 'Operation started',
+				operationId: operation.id
+			}
+		};
+	} catch (error) {
+		// Handle errors in the MCP tool
+		log.error(`Error in someAiOperation: ${error.message}`);
+		return {
+			status: StatusCodes.INTERNAL_SERVER_ERROR,
+			body: {
+				success: false,
+				error: {
+					code: 'OPERATION_FAILED',
+					message: error.message
+				}
+			}
+		};
+	}
 }
 ```
 
@@ -151,58 +148,56 @@ export async function someAiOperation(args, context) {
 
 ```javascript
 // In your direct function:
-import { 
-  getPerplexityClientForMCP, 
-  getBestAvailableAIModel 
+import {
+	getPerplexityClientForMCP,
+	getBestAvailableAIModel
 } from '../utils/ai-client-utils.js';
 
 export async function researchOperationDirect(args, log, context) {
-  try {
-    // Get the best AI model for this operation based on needs
-    const { type, client } = await getBestAvailableAIModel(
-      context.session, 
-      { requiresResearch: true },
-      log
-    );
-    
-    // Report which model we're using
-    if (context.reportProgress) {
-      await context.reportProgress({
-        progress: 10,
-        status: `Using ${type} model for research...`
-      });
-    }
-    
-    // Make API call based on the model type
-    if (type === 'perplexity') {
-      // Call Perplexity
-      const response = await client.chat.completions.create({
-        model: context.session?.env?.PERPLEXITY_MODEL || 'sonar-medium-online',
-        messages: [
-          { role: 'user', content: args.researchQuery }
-        ],
-        temperature: 0.1
-      });
-      
-      return {
-        success: true,
-        data: response.choices[0].message.content
-      };
-    } else {
-      // Call Claude as fallback
-      // (Implementation depends on specific needs)
-      // ...
-    }
-  } catch (error) {
-    // Handle errors
-    return {
-      success: false,
-      error: {
-        code: 'RESEARCH_ERROR',
-        message: error.message
-      }
-    };
-  }
+	try {
+		// Get the best AI model for this operation based on needs
+		const { type, client } = await getBestAvailableAIModel(
+			context.session,
+			{ requiresResearch: true },
+			log
+		);
+
+		// Report which model we're using
+		if (context.reportProgress) {
+			await context.reportProgress({
+				progress: 10,
+				status: `Using ${type} model for research...`
+			});
+		}
+
+		// Make API call based on the model type
+		if (type === 'perplexity') {
+			// Call Perplexity
+			const response = await client.chat.completions.create({
+				model: context.session?.env?.PERPLEXITY_MODEL || 'sonar-medium-online',
+				messages: [{ role: 'user', content: args.researchQuery }],
+				temperature: 0.1
+			});
+
+			return {
+				success: true,
+				data: response.choices[0].message.content
+			};
+		} else {
+			// Call Claude as fallback
+			// (Implementation depends on specific needs)
+			// ...
+		}
+	} catch (error) {
+		// Handle errors
+		return {
+			success: false,
+			error: {
+				code: 'RESEARCH_ERROR',
+				message: error.message
+			}
+		};
+	}
 }
 ```
 
@@ -214,9 +209,9 @@ import { getModelConfig } from '../utils/ai-client-utils.js';
 
 // Using custom defaults for a specific operation
 const operationDefaults = {
-  model: 'claude-3-haiku-20240307',  // Faster, smaller model
-  maxTokens: 1000,                  // Lower token limit
-  temperature: 0.2                  // Lower temperature for more deterministic output
+	model: 'claude-3-haiku-20240307', // Faster, smaller model
+	maxTokens: 1000, // Lower token limit
+	temperature: 0.2 // Lower temperature for more deterministic output
 };
 
 // Get model config with operation-specific defaults
@@ -224,30 +219,34 @@ const modelConfig = getModelConfig(context.session, operationDefaults);
 
 // Now use modelConfig in your API calls
 const response = await client.messages.create({
-  model: modelConfig.model,
-  max_tokens: modelConfig.maxTokens,
-  temperature: modelConfig.temperature,
-  // Other parameters...
+	model: modelConfig.model,
+	max_tokens: modelConfig.maxTokens,
+	temperature: modelConfig.temperature
+	// Other parameters...
 });
 ```
 
 ## Best Practices
 
 1. **Error Handling**:
+
    - Always use try/catch blocks around both client initialization and API calls
    - Use `handleClaudeError` to provide user-friendly error messages
    - Return standardized error objects with code and message
 
 2. **Progress Reporting**:
+
    - Report progress at key points (starting, processing, completing)
    - Include meaningful status messages
    - Include error details in progress reports when failures occur
 
 3. **Session Handling**:
+
    - Always pass the session from the context to the AI client getters
    - Use `getModelConfig` to respect user settings from session
 
 4. **Model Selection**:
+
    - Use `getBestAvailableAIModel` when you need to select between different models
    - Set `requiresResearch: true` when you need Perplexity capabilities
 
@@ -255,4 +254,4 @@ const response = await client.messages.create({
    - Create descriptive operation names
    - Handle all errors within the operation function
    - Return standardized results from direct functions
-   - Return immediate responses with operation IDs 
+   - Return immediate responses with operation IDs

docs/command-reference.md

@@ -0,0 +1,205 @@
+# Task Master Command Reference
+
+Here's a comprehensive reference of all available commands:
+
+## Parse PRD
+
+```bash
+# Parse a PRD file and generate tasks
+task-master parse-prd <prd-file.txt>
+
+# Limit the number of tasks generated
+task-master parse-prd <prd-file.txt> --num-tasks=10
+```
+
+## List Tasks
+
+```bash
+# List all tasks
+task-master list
+
+# List tasks with a specific status
+task-master list --status=<status>
+
+# List tasks with subtasks
+task-master list --with-subtasks
+
+# List tasks with a specific status and include subtasks
+task-master list --status=<status> --with-subtasks
+```
+
+## Show Next Task
+
+```bash
+# Show the next task to work on based on dependencies and status
+task-master next
+```
+
+## Show Specific Task
+
+```bash
+# Show details of a specific task
+task-master show <id>
+# or
+task-master show --id=<id>
+
+# View a specific subtask (e.g., subtask 2 of task 1)
+task-master show 1.2
+```
+
+## Update Tasks
+
+```bash
+# Update tasks from a specific ID and provide context
+task-master update --from=<id> --prompt="<prompt>"
+```
+
+## Update a Specific Task
+
+```bash
+# Update a single task by ID with new information
+task-master update-task --id=<id> --prompt="<prompt>"
+
+# Use research-backed updates with Perplexity AI
+task-master update-task --id=<id> --prompt="<prompt>" --research
+```
+
+## Update a Subtask
+
+```bash
+# Append additional information to a specific subtask
+task-master update-subtask --id=<parentId.subtaskId> --prompt="<prompt>"
+
+# Example: Add details about API rate limiting to subtask 2 of task 5
+task-master update-subtask --id=5.2 --prompt="Add rate limiting of 100 requests per minute"
+
+# Use research-backed updates with Perplexity AI
+task-master update-subtask --id=<parentId.subtaskId> --prompt="<prompt>" --research
+```
+
+Unlike the `update-task` command which replaces task information, the `update-subtask` command _appends_ new information to the existing subtask details, marking it with a timestamp. This is useful for iteratively enhancing subtasks while preserving the original content.
+
+## Generate Task Files
+
+```bash
+# Generate individual task files from tasks.json
+task-master generate
+```
+
+## Set Task Status
+
+```bash
+# Set status of a single task
+task-master set-status --id=<id> --status=<status>
+
+# Set status for multiple tasks
+task-master set-status --id=1,2,3 --status=<status>
+
+# Set status for subtasks
+task-master set-status --id=1.1,1.2 --status=<status>
+```
+
+When marking a task as "done", all of its subtasks will automatically be marked as "done" as well.
+
+## Expand Tasks
+
+```bash
+# Expand a specific task with subtasks
+task-master expand --id=<id> --num=<number>
+
+# Expand with additional context
+task-master expand --id=<id> --prompt="<context>"
+
+# Expand all pending tasks
+task-master expand --all
+
+# Force regeneration of subtasks for tasks that already have them
+task-master expand --all --force
+
+# Research-backed subtask generation for a specific task
+task-master expand --id=<id> --research
+
+# Research-backed generation for all tasks
+task-master expand --all --research
+```
+
+## Clear Subtasks
+
+```bash
+# Clear subtasks from a specific task
+task-master clear-subtasks --id=<id>
+
+# Clear subtasks from multiple tasks
+task-master clear-subtasks --id=1,2,3
+
+# Clear subtasks from all tasks
+task-master clear-subtasks --all
+```
+
+## Analyze Task Complexity
+
+```bash
+# Analyze complexity of all tasks
+task-master analyze-complexity
+
+# Save report to a custom location
+task-master analyze-complexity --output=my-report.json
+
+# Use a specific LLM model
+task-master analyze-complexity --model=claude-3-opus-20240229
+
+# Set a custom complexity threshold (1-10)
+task-master analyze-complexity --threshold=6
+
+# Use an alternative tasks file
+task-master analyze-complexity --file=custom-tasks.json
+
+# Use Perplexity AI for research-backed complexity analysis
+task-master analyze-complexity --research
+```
+
+## View Complexity Report
+
+```bash
+# Display the task complexity analysis report
+task-master complexity-report
+
+# View a report at a custom location
+task-master complexity-report --file=my-report.json
+```
+
+## Managing Task Dependencies
+
+```bash
+# Add a dependency to a task
+task-master add-dependency --id=<id> --depends-on=<id>
+
+# Remove a dependency from a task
+task-master remove-dependency --id=<id> --depends-on=<id>
+
+# Validate dependencies without fixing them
+task-master validate-dependencies
+
+# Find and fix invalid dependencies automatically
+task-master fix-dependencies
+```
+
+## Add a New Task
+
+```bash
+# Add a new task using AI
+task-master add-task --prompt="Description of the new task"
+
+# Add a task with dependencies
+task-master add-task --prompt="Description" --dependencies=1,2,3
+
+# Add a task with priority
+task-master add-task --prompt="Description" --priority=high
+```
+
+## Initialize a Project
+
+```bash
+# Initialize a new project with Task Master structure
+task-master init
+```

docs/configuration.md

@@ -0,0 +1,65 @@
+# Configuration
+
+Task Master can be configured through environment variables in a `.env` file at the root of your project.
+
+## Required Configuration
+
+- `ANTHROPIC_API_KEY`: Your Anthropic API key for Claude (Example: `ANTHROPIC_API_KEY=sk-ant-api03-...`)
+
+## Optional Configuration
+
+- `MODEL` (Default: `"claude-3-7-sonnet-20250219"`): Claude model to use (Example: `MODEL=claude-3-opus-20240229`)
+- `MAX_TOKENS` (Default: `"4000"`): Maximum tokens for responses (Example: `MAX_TOKENS=8000`)
+- `TEMPERATURE` (Default: `"0.7"`): Temperature for model responses (Example: `TEMPERATURE=0.5`)
+- `DEBUG` (Default: `"false"`): Enable debug logging (Example: `DEBUG=true`)
+- `LOG_LEVEL` (Default: `"info"`): Console output level (Example: `LOG_LEVEL=debug`)
+- `DEFAULT_SUBTASKS` (Default: `"3"`): Default subtask count (Example: `DEFAULT_SUBTASKS=5`)
+- `DEFAULT_PRIORITY` (Default: `"medium"`): Default priority (Example: `DEFAULT_PRIORITY=high`)
+- `PROJECT_NAME` (Default: `"MCP SaaS MVP"`): Project name in metadata (Example: `PROJECT_NAME=My Awesome Project`)
+- `PROJECT_VERSION` (Default: `"1.0.0"`): Version in metadata (Example: `PROJECT_VERSION=2.1.0`)
+- `PERPLEXITY_API_KEY`: For research-backed features (Example: `PERPLEXITY_API_KEY=pplx-...`)
+- `PERPLEXITY_MODEL` (Default: `"sonar-medium-online"`): Perplexity model (Example: `PERPLEXITY_MODEL=sonar-large-online`)
+
+## Example .env File
+
+```
+# Required
+ANTHROPIC_API_KEY=sk-ant-api03-your-api-key
+
+# Optional - Claude Configuration
+MODEL=claude-3-7-sonnet-20250219
+MAX_TOKENS=4000
+TEMPERATURE=0.7
+
+# Optional - Perplexity API for Research
+PERPLEXITY_API_KEY=pplx-your-api-key
+PERPLEXITY_MODEL=sonar-medium-online
+
+# Optional - Project Info
+PROJECT_NAME=My Project
+PROJECT_VERSION=1.0.0
+
+# Optional - Application Configuration
+DEFAULT_SUBTASKS=3
+DEFAULT_PRIORITY=medium
+DEBUG=false
+LOG_LEVEL=info
+```
+
+## Troubleshooting
+
+### If `task-master init` doesn't respond:
+
+Try running it with Node directly:
+
+```bash
+node node_modules/claude-task-master/scripts/init.js
+```
+
+Or clone the repository and run:
+
+```bash
+git clone https://github.com/eyaltoledano/claude-task-master.git
+cd claude-task-master
+node scripts/init.js
+```

docs/examples.md

@@ -0,0 +1,53 @@
+# Example Cursor AI Interactions
+
+Here are some common interactions with Cursor AI when using Task Master:
+
+## Starting a new project
+
+```
+I've just initialized a new project with Claude Task Master. I have a PRD at scripts/prd.txt.
+Can you help me parse it and set up the initial tasks?
+```
+
+## Working on tasks
+
+```
+What's the next task I should work on? Please consider dependencies and priorities.
+```
+
+## Implementing a specific task
+
+```
+I'd like to implement task 4. Can you help me understand what needs to be done and how to approach it?
+```
+
+## Managing subtasks
+
+```
+I need to regenerate the subtasks for task 3 with a different approach. Can you help me clear and regenerate them?
+```
+
+## Handling changes
+
+```
+We've decided to use MongoDB instead of PostgreSQL. Can you update all future tasks to reflect this change?
+```
+
+## Completing work
+
+```
+I've finished implementing the authentication system described in task 2. All tests are passing.
+Please mark it as complete and tell me what I should work on next.
+```
+
+## Analyzing complexity
+
+```
+Can you analyze the complexity of our tasks to help me understand which ones need to be broken down further?
+```
+
+## Viewing complexity report
+
+```
+Can you show me the complexity report in a more readable format?
+```

docs/licensing.md

@@ -0,0 +1,18 @@
+# Licensing
+
+Task Master is licensed under the MIT License with Commons Clause. This means you can:
+
+## ✅ Allowed:
+
+- Use Task Master for any purpose (personal, commercial, academic)
+- Modify the code
+- Distribute copies
+- Create and sell products built using Task Master
+
+## ❌ Not Allowed:
+
+- Sell Task Master itself
+- Offer Task Master as a hosted service
+- Create competing products based on Task Master
+
+See the [LICENSE](../LICENSE) file for the complete license text.

docs/task-structure.md

@@ -0,0 +1,139 @@
+# Task Structure
+
+Tasks in Task Master follow a specific format designed to provide comprehensive information for both humans and AI assistants.
+
+## Task Fields in tasks.json
+
+Tasks in tasks.json have the following structure:
+
+- `id`: Unique identifier for the task (Example: `1`)
+- `title`: Brief, descriptive title of the task (Example: `"Initialize Repo"`)
+- `description`: Concise description of what the task involves (Example: `"Create a new repository, set up initial structure."`)
+- `status`: Current state of the task (Example: `"pending"`, `"done"`, `"deferred"`)
+- `dependencies`: IDs of tasks that must be completed before this task (Example: `[1, 2]`)
+  - Dependencies are displayed with status indicators (✅ for completed, ⏱️ for pending)
+  - This helps quickly identify which prerequisite tasks are blocking work
+- `priority`: Importance level of the task (Example: `"high"`, `"medium"`, `"low"`)
+- `details`: In-depth implementation instructions (Example: `"Use GitHub client ID/secret, handle callback, set session token."`)
+- `testStrategy`: Verification approach (Example: `"Deploy and call endpoint to confirm 'Hello World' response."`)
+- `subtasks`: List of smaller, more specific tasks that make up the main task (Example: `[{"id": 1, "title": "Configure OAuth", ...}]`)
+
+## Task File Format
+
+Individual task files follow this format:
+
+```
+# Task ID: <id>
+# Title: <title>
+# Status: <status>
+# Dependencies: <comma-separated list of dependency IDs>
+# Priority: <priority>
+# Description: <brief description>
+# Details:
+<detailed implementation notes>
+
+# Test Strategy:
+<verification approach>
+```
+
+## Features in Detail
+
+### Analyzing Task Complexity
+
+The `analyze-complexity` command:
+
+- Analyzes each task using AI to assess its complexity on a scale of 1-10
+- Recommends optimal number of subtasks based on configured DEFAULT_SUBTASKS
+- Generates tailored prompts for expanding each task
+- Creates a comprehensive JSON report with ready-to-use commands
+- Saves the report to scripts/task-complexity-report.json by default
+
+The generated report contains:
+
+- Complexity analysis for each task (scored 1-10)
+- Recommended number of subtasks based on complexity
+- AI-generated expansion prompts customized for each task
+- Ready-to-run expansion commands directly within each task analysis
+
+### Viewing Complexity Report
+
+The `complexity-report` command:
+
+- Displays a formatted, easy-to-read version of the complexity analysis report
+- Shows tasks organized by complexity score (highest to lowest)
+- Provides complexity distribution statistics (low, medium, high)
+- Highlights tasks recommended for expansion based on threshold score
+- Includes ready-to-use expansion commands for each complex task
+- If no report exists, offers to generate one on the spot
+
+### Smart Task Expansion
+
+The `expand` command automatically checks for and uses the complexity report:
+
+When a complexity report exists:
+
+- Tasks are automatically expanded using the recommended subtask count and prompts
+- When expanding all tasks, they're processed in order of complexity (highest first)
+- Research-backed generation is preserved from the complexity analysis
+- You can still override recommendations with explicit command-line options
+
+Example workflow:
+
+```bash
+# Generate the complexity analysis report with research capabilities
+task-master analyze-complexity --research
+
+# Review the report in a readable format
+task-master complexity-report
+
+# Expand tasks using the optimized recommendations
+task-master expand --id=8
+# or expand all tasks
+task-master expand --all
+```
+
+### Finding the Next Task
+
+The `next` command:
+
+- Identifies tasks that are pending/in-progress and have all dependencies satisfied
+- Prioritizes tasks by priority level, dependency count, and task ID
+- Displays comprehensive information about the selected task:
+  - Basic task details (ID, title, priority, dependencies)
+  - Implementation details
+  - Subtasks (if they exist)
+- Provides contextual suggested actions:
+  - Command to mark the task as in-progress
+  - Command to mark the task as done
+  - Commands for working with subtasks
+
+### Viewing Specific Task Details
+
+The `show` command:
+
+- Displays comprehensive details about a specific task or subtask
+- Shows task status, priority, dependencies, and detailed implementation notes
+- For parent tasks, displays all subtasks and their status
+- For subtasks, shows parent task relationship
+- Provides contextual action suggestions based on the task's state
+- Works with both regular tasks and subtasks (using the format taskId.subtaskId)
+
+## Best Practices for AI-Driven Development
+
+1. **Start with a detailed PRD**: The more detailed your PRD, the better the generated tasks will be.
+
+2. **Review generated tasks**: After parsing the PRD, review the tasks to ensure they make sense and have appropriate dependencies.
+
+3. **Analyze task complexity**: Use the complexity analysis feature to identify which tasks should be broken down further.
+
+4. **Follow the dependency chain**: Always respect task dependencies - the Cursor agent will help with this.
+
+5. **Update as you go**: If your implementation diverges from the plan, use the update command to keep future tasks aligned with your current approach.
+
+6. **Break down complex tasks**: Use the expand command to break down complex tasks into manageable subtasks.
+
+7. **Regenerate task files**: After any updates to tasks.json, regenerate the task files to keep them in sync.
+
+8. **Communicate context to the agent**: When asking the Cursor agent to help with a task, provide context about what you're trying to achieve.
+
+9. **Validate dependencies**: Periodically run the validate-dependencies command to check for invalid or circular dependencies.

docs/tutorial.md

@@ -0,0 +1,355 @@
+# Task Master Tutorial
+
+This tutorial will guide you through setting up and using Task Master for AI-driven development.
+
+## Initial Setup
+
+There are two ways to set up Task Master: using MCP (recommended) or via npm installation.
+
+### Option 1: Using MCP (Recommended)
+
+MCP (Model Control Protocol) provides the easiest way to get started with Task Master directly in your editor.
+
+1. **Add the MCP config to your editor** (Cursor recommended, but it works with other text editors):
+
+```json
+{
+	"mcpServers": {
+		"taskmaster-ai": {
+			"command": "npx",
+			"args": ["-y", "task-master-ai", "mcp-server"],
+			"env": {
+				"ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY_HERE",
+				"PERPLEXITY_API_KEY": "YOUR_PERPLEXITY_API_KEY_HERE",
+				"MODEL": "claude-3-7-sonnet-20250219",
+				"PERPLEXITY_MODEL": "sonar-pro",
+				"MAX_TOKENS": 128000,
+				"TEMPERATURE": 0.2,
+				"DEFAULT_SUBTASKS": 5,
+				"DEFAULT_PRIORITY": "medium"
+			}
+		}
+	}
+}
+```
+
+2. **Enable the MCP** in your editor settings
+
+3. **Prompt the AI** to initialize Task Master:
+
+```
+Can you please initialize taskmaster-ai into my project?
+```
+
+The AI will:
+
+- Create necessary project structure
+- Set up initial configuration files
+- Guide you through the rest of the process
+
+4. Place your PRD document in the `scripts/` directory (e.g., `scripts/prd.txt`)
+
+5. **Use natural language commands** to interact with Task Master:
+
+```
+Can you parse my PRD at scripts/prd.txt?
+What's the next task I should work on?
+Can you help me implement task 3?
+```
+
+### Option 2: Manual Installation
+
+If you prefer to use the command line interface directly:
+
+```bash
+# Install globally
+npm install -g task-master-ai
+
+# OR install locally within your project
+npm install task-master-ai
+```
+
+Initialize a new project:
+
+```bash
+# If installed globally
+task-master init
+
+# If installed locally
+npx task-master-init
+```
+
+This will prompt you for project details and set up a new project with the necessary files and structure.
+
+## Common Commands
+
+After setting up Task Master, you can use these commands (either via AI prompts or CLI):
+
+```bash
+# Parse a PRD and generate tasks
+task-master parse-prd your-prd.txt
+
+# List all tasks
+task-master list
+
+# Show the next task to work on
+task-master next
+
+# Generate task files
+task-master generate
+```
+
+## Setting up Cursor AI Integration
+
+Task Master is designed to work seamlessly with [Cursor AI](https://www.cursor.so/), providing a structured workflow for AI-driven development.
+
+### Using Cursor with MCP (Recommended)
+
+If you've already set up Task Master with MCP in Cursor, the integration is automatic. You can simply use natural language to interact with Task Master:
+
+```
+What tasks are available to work on next?
+Can you analyze the complexity of our tasks?
+I'd like to implement task 4. What does it involve?
+```
+
+### Manual Cursor Setup
+
+If you're not using MCP, you can still set up Cursor integration:
+
+1. After initializing your project, open it in Cursor
+2. The `.cursor/rules/dev_workflow.mdc` file is automatically loaded by Cursor, providing the AI with knowledge about the task management system
+3. Place your PRD document in the `scripts/` directory (e.g., `scripts/prd.txt`)
+4. Open Cursor's AI chat and switch to Agent mode
+
+### Alternative MCP Setup in Cursor
+
+You can also set up the MCP server in Cursor settings:
+
+1. Go to Cursor settings
+2. Navigate to the MCP section
+3. Click on "Add New MCP Server"
+4. Configure with the following details:
+   - Name: "Task Master"
+   - Type: "Command"
+   - Command: "npx -y --package task-master-ai task-master-mcp"
+5. Save the settings
+
+Once configured, you can interact with Task Master's task management commands directly through Cursor's interface, providing a more integrated experience.
+
+## Initial Task Generation
+
+In Cursor's AI chat, instruct the agent to generate tasks from your PRD:
+
+```
+Please use the task-master parse-prd command to generate tasks from my PRD. The PRD is located at scripts/prd.txt.
+```
+
+The agent will execute:
+
+```bash
+task-master parse-prd scripts/prd.txt
+```
+
+This will:
+
+- Parse your PRD document
+- Generate a structured `tasks.json` file with tasks, dependencies, priorities, and test strategies
+- The agent will understand this process due to the Cursor rules
+
+### Generate Individual Task Files
+
+Next, ask the agent to generate individual task files:
+
+```
+Please generate individual task files from tasks.json
+```
+
+The agent will execute:
+
+```bash
+task-master generate
+```
+
+This creates individual task files in the `tasks/` directory (e.g., `task_001.txt`, `task_002.txt`), making it easier to reference specific tasks.
+
+## AI-Driven Development Workflow
+
+The Cursor agent is pre-configured (via the rules file) to follow this workflow:
+
+### 1. Task Discovery and Selection
+
+Ask the agent to list available tasks:
+
+```
+What tasks are available to work on next?
+```
+
+The agent will:
+
+- Run `task-master list` to see all tasks
+- Run `task-master next` to determine the next task to work on
+- Analyze dependencies to determine which tasks are ready to be worked on
+- Prioritize tasks based on priority level and ID order
+- Suggest the next task(s) to implement
+
+### 2. Task Implementation
+
+When implementing a task, the agent will:
+
+- Reference the task's details section for implementation specifics
+- Consider dependencies on previous tasks
+- Follow the project's coding standards
+- Create appropriate tests based on the task's testStrategy
+
+You can ask:
+
+```
+Let's implement task 3. What does it involve?
+```
+
+### 3. Task Verification
+
+Before marking a task as complete, verify it according to:
+
+- The task's specified testStrategy
+- Any automated tests in the codebase
+- Manual verification if required
+
+### 4. Task Completion
+
+When a task is completed, tell the agent:
+
+```
+Task 3 is now complete. Please update its status.
+```
+
+The agent will execute:
+
+```bash
+task-master set-status --id=3 --status=done
+```
+
+### 5. Handling Implementation Drift
+
+If during implementation, you discover that:
+
+- The current approach differs significantly from what was planned
+- Future tasks need to be modified due to current implementation choices
+- New dependencies or requirements have emerged
+
+Tell the agent:
+
+```
+We've changed our approach. We're now using Express instead of Fastify. Please update all future tasks to reflect this change.
+```
+
+The agent will execute:
+
+```bash
+task-master update --from=4 --prompt="Now we are using Express instead of Fastify."
+```
+
+This will rewrite or re-scope subsequent tasks in tasks.json while preserving completed work.
+
+### 6. Breaking Down Complex Tasks
+
+For complex tasks that need more granularity:
+
+```
+Task 5 seems complex. Can you break it down into subtasks?
+```
+
+The agent will execute:
+
+```bash
+task-master expand --id=5 --num=3
+```
+
+You can provide additional context:
+
+```
+Please break down task 5 with a focus on security considerations.
+```
+
+The agent will execute:
+
+```bash
+task-master expand --id=5 --prompt="Focus on security aspects"
+```
+
+You can also expand all pending tasks:
+
+```
+Please break down all pending tasks into subtasks.
+```
+
+The agent will execute:
+
+```bash
+task-master expand --all
+```
+
+For research-backed subtask generation using Perplexity AI:
+
+```
+Please break down task 5 using research-backed generation.
+```
+
+The agent will execute:
+
+```bash
+task-master expand --id=5 --research
+```
+
+## Example Cursor AI Interactions
+
+### Starting a new project
+
+```
+I've just initialized a new project with Claude Task Master. I have a PRD at scripts/prd.txt.
+Can you help me parse it and set up the initial tasks?
+```
+
+### Working on tasks
+
+```
+What's the next task I should work on? Please consider dependencies and priorities.
+```
+
+### Implementing a specific task
+
+```
+I'd like to implement task 4. Can you help me understand what needs to be done and how to approach it?
+```
+
+### Managing subtasks
+
+```
+I need to regenerate the subtasks for task 3 with a different approach. Can you help me clear and regenerate them?
+```
+
+### Handling changes
+
+```
+We've decided to use MongoDB instead of PostgreSQL. Can you update all future tasks to reflect this change?
+```
+
+### Completing work
+
+```
+I've finished implementing the authentication system described in task 2. All tests are passing.
+Please mark it as complete and tell me what I should work on next.
+```
+
+### Analyzing complexity
+
+```
+Can you analyze the complexity of our tasks to help me understand which ones need to be broken down further?
+```
+
+### Viewing complexity report
+
+```
+Can you show me the complexity report in a more readable format?
+```

entries.json

@@ -1,41 +0,0 @@
-import os
-import json
-
-# Path to Cursor's history folder
-history_path = os.path.expanduser('~/Library/Application Support/Cursor/User/History')
-
-# File to search for
-target_file = 'tasks/tasks.json'
-
-# Function to search through all entries.json files
-def search_entries_for_file(history_path, target_file):
-    matching_folders = []
-    for folder in os.listdir(history_path):
-        folder_path = os.path.join(history_path, folder)
-        if not os.path.isdir(folder_path):
-            continue
-
-        # Look for entries.json
-        entries_file = os.path.join(folder_path, 'entries.json')
-        if not os.path.exists(entries_file):
-            continue
-
-        # Parse entries.json to find the resource key
-        with open(entries_file, 'r') as f:
-            data = json.load(f)
-            resource = data.get('resource', None)
-            if resource and target_file in resource:
-                matching_folders.append(folder_path)
-
-    return matching_folders
-
-# Search for the target file
-matching_folders = search_entries_for_file(history_path, target_file)
-
-# Output the matching folders
-if matching_folders:
-    print(f"Found {target_file} in the following folders:")
-    for folder in matching_folders:
-        print(folder)
-else:
-    print(f"No matches found for {target_file}.")

index.js

@@ -41,27 +41,27 @@ export const devScriptPath = resolve(__dirname, './scripts/dev.js');
 
 // Export a function to initialize a new project programmatically
 export const initProject = async (options = {}) => {
-  const init = await import('./scripts/init.js');
-  return init.initializeProject(options);
+	const init = await import('./scripts/init.js');
+	return init.initializeProject(options);
 };
 
 // Export a function to run init as a CLI command
 export const runInitCLI = async () => {
-  // Using spawn to ensure proper handling of stdio and process exit
-  const child = spawn('node', [resolve(__dirname, './scripts/init.js')], {
-    stdio: 'inherit',
-    cwd: process.cwd()
-  });
-  
-  return new Promise((resolve, reject) => {
-    child.on('close', (code) => {
-      if (code === 0) {
-        resolve();
-      } else {
-        reject(new Error(`Init script exited with code ${code}`));
-      }
-    });
-  });
+	// Using spawn to ensure proper handling of stdio and process exit
+	const child = spawn('node', [resolve(__dirname, './scripts/init.js')], {
+		stdio: 'inherit',
+		cwd: process.cwd()
+	});
+
+	return new Promise((resolve, reject) => {
+		child.on('close', (code) => {
+			if (code === 0) {
+				resolve();
+			} else {
+				reject(new Error(`Init script exited with code ${code}`));
+			}
+		});
+	});
 };
 
 // Export version information
@@ -69,81 +69,81 @@ export const version = packageJson.version;
 
 // CLI implementation
 if (import.meta.url === `file://${process.argv[1]}`) {
-  const program = new Command();
-  
-  program
-    .name('task-master')
-    .description('Claude Task Master CLI')
-    .version(version);
-  
-  program
-    .command('init')
-    .description('Initialize a new project')
-    .action(() => {
-      runInitCLI().catch(err => {
-        console.error('Init failed:', err.message);
-        process.exit(1);
-      });
-    });
-  
-  program
-    .command('dev')
-    .description('Run the dev.js script')
-    .allowUnknownOption(true)
-    .action(() => {
-      const args = process.argv.slice(process.argv.indexOf('dev') + 1);
-      const child = spawn('node', [devScriptPath, ...args], {
-        stdio: 'inherit',
-        cwd: process.cwd()
-      });
-      
-      child.on('close', (code) => {
-        process.exit(code);
-      });
-    });
-  
-  // Add shortcuts for common dev.js commands
-  program
-    .command('list')
-    .description('List all tasks')
-    .action(() => {
-      const child = spawn('node', [devScriptPath, 'list'], {
-        stdio: 'inherit',
-        cwd: process.cwd()
-      });
-      
-      child.on('close', (code) => {
-        process.exit(code);
-      });
-    });
-  
-  program
-    .command('next')
-    .description('Show the next task to work on')
-    .action(() => {
-      const child = spawn('node', [devScriptPath, 'next'], {
-        stdio: 'inherit',
-        cwd: process.cwd()
-      });
-      
-      child.on('close', (code) => {
-        process.exit(code);
-      });
-    });
-  
-  program
-    .command('generate')
-    .description('Generate task files')
-    .action(() => {
-      const child = spawn('node', [devScriptPath, 'generate'], {
-        stdio: 'inherit',
-        cwd: process.cwd()
-      });
-      
-      child.on('close', (code) => {
-        process.exit(code);
-      });
-    });
-  
-  program.parse(process.argv);
-} 
+	const program = new Command();
+
+	program
+		.name('task-master')
+		.description('Claude Task Master CLI')
+		.version(version);
+
+	program
+		.command('init')
+		.description('Initialize a new project')
+		.action(() => {
+			runInitCLI().catch((err) => {
+				console.error('Init failed:', err.message);
+				process.exit(1);
+			});
+		});
+
+	program
+		.command('dev')
+		.description('Run the dev.js script')
+		.allowUnknownOption(true)
+		.action(() => {
+			const args = process.argv.slice(process.argv.indexOf('dev') + 1);
+			const child = spawn('node', [devScriptPath, ...args], {
+				stdio: 'inherit',
+				cwd: process.cwd()
+			});
+
+			child.on('close', (code) => {
+				process.exit(code);
+			});
+		});
+
+	// Add shortcuts for common dev.js commands
+	program
+		.command('list')
+		.description('List all tasks')
+		.action(() => {
+			const child = spawn('node', [devScriptPath, 'list'], {
+				stdio: 'inherit',
+				cwd: process.cwd()
+			});
+
+			child.on('close', (code) => {
+				process.exit(code);
+			});
+		});
+
+	program
+		.command('next')
+		.description('Show the next task to work on')
+		.action(() => {
+			const child = spawn('node', [devScriptPath, 'next'], {
+				stdio: 'inherit',
+				cwd: process.cwd()
+			});
+
+			child.on('close', (code) => {
+				process.exit(code);
+			});
+		});
+
+	program
+		.command('generate')
+		.description('Generate task files')
+		.action(() => {
+			const child = spawn('node', [devScriptPath, 'generate'], {
+				stdio: 'inherit',
+				cwd: process.cwd()
+			});
+
+			child.on('close', (code) => {
+				process.exit(code);
+			});
+		});
+
+	program.parse(process.argv);
+}

jest.config.js

@@ -1,56 +1,56 @@
 export default {
-  // Use Node.js environment for testing
-  testEnvironment: 'node',
-  
-  // Automatically clear mock calls between every test
-  clearMocks: true,
-  
-  // Indicates whether the coverage information should be collected while executing the test
-  collectCoverage: false,
-  
-  // The directory where Jest should output its coverage files
-  coverageDirectory: 'coverage',
-  
-  // A list of paths to directories that Jest should use to search for files in
-  roots: ['<rootDir>/tests'],
-  
-  // The glob patterns Jest uses to detect test files
-  testMatch: [
-    '**/__tests__/**/*.js',
-    '**/?(*.)+(spec|test).js',
-    '**/tests/*.test.js'
-  ],
-  
-  // Transform files
-  transform: {},
-  
-  // Disable transformations for node_modules
-  transformIgnorePatterns: ['/node_modules/'],
-  
-  // Set moduleNameMapper for absolute paths
-  moduleNameMapper: {
-    '^@/(.*)$': '<rootDir>/$1'
-  },
-  
-  // Setup module aliases
-  moduleDirectories: ['node_modules', '<rootDir>'],
-  
-  // Configure test coverage thresholds
-  coverageThreshold: {
-    global: {
-      branches: 80,
-      functions: 80,
-      lines: 80,
-      statements: 80
-    }
-  },
-  
-  // Generate coverage report in these formats
-  coverageReporters: ['text', 'lcov'],
-  
-  // Verbose output
-  verbose: true,
-  
-  // Setup file
-  setupFilesAfterEnv: ['<rootDir>/tests/setup.js']
-}; 
+	// Use Node.js environment for testing
+	testEnvironment: 'node',
+
+	// Automatically clear mock calls between every test
+	clearMocks: true,
+
+	// Indicates whether the coverage information should be collected while executing the test
+	collectCoverage: false,
+
+	// The directory where Jest should output its coverage files
+	coverageDirectory: 'coverage',
+
+	// A list of paths to directories that Jest should use to search for files in
+	roots: ['<rootDir>/tests'],
+
+	// The glob patterns Jest uses to detect test files
+	testMatch: [
+		'**/__tests__/**/*.js',
+		'**/?(*.)+(spec|test).js',
+		'**/tests/*.test.js'
+	],
+
+	// Transform files
+	transform: {},
+
+	// Disable transformations for node_modules
+	transformIgnorePatterns: ['/node_modules/'],
+
+	// Set moduleNameMapper for absolute paths
+	moduleNameMapper: {
+		'^@/(.*)$': '<rootDir>/$1'
+	},
+
+	// Setup module aliases
+	moduleDirectories: ['node_modules', '<rootDir>'],
+
+	// Configure test coverage thresholds
+	coverageThreshold: {
+		global: {
+			branches: 80,
+			functions: 80,
+			lines: 80,
+			statements: 80
+		}
+	},
+
+	// Generate coverage report in these formats
+	coverageReporters: ['text', 'lcov'],
+
+	// Verbose output
+	verbose: true,
+
+	// Setup file
+	setupFilesAfterEnv: ['<rootDir>/tests/setup.js']
+};

mcp-server/server.js

@@ -1,8 +1,8 @@
 #!/usr/bin/env node
 
-import TaskMasterMCPServer from "./src/index.js";
-import dotenv from "dotenv";
-import logger from "./src/logger.js";
+import TaskMasterMCPServer from './src/index.js';
+import dotenv from 'dotenv';
+import logger from './src/logger.js';
 
 // Load environment variables
 dotenv.config();
@@ -11,25 +11,25 @@ dotenv.config();
  * Start the MCP server
  */
 async function startServer() {
-  const server = new TaskMasterMCPServer();
+	const server = new TaskMasterMCPServer();
 
-  // Handle graceful shutdown
-  process.on("SIGINT", async () => {
-    await server.stop();
-    process.exit(0);
-  });
+	// Handle graceful shutdown
+	process.on('SIGINT', async () => {
+		await server.stop();
+		process.exit(0);
+	});
 
-  process.on("SIGTERM", async () => {
-    await server.stop();
-    process.exit(0);
-  });
+	process.on('SIGTERM', async () => {
+		await server.stop();
+		process.exit(0);
+	});
 
-  try {
-    await server.start();
-  } catch (error) {
-    logger.error(`Failed to start MCP server: ${error.message}`);
-    process.exit(1);
-  }
+	try {
+		await server.start();
+	} catch (error) {
+		logger.error(`Failed to start MCP server: ${error.message}`);
+		process.exit(1);
+	}
 }
 
 // Start the server

mcp-server/src/core/__tests__/context-manager.test.js

@@ -2,84 +2,90 @@ import { jest } from '@jest/globals';
 import { ContextManager } from '../context-manager.js';
 
 describe('ContextManager', () => {
-  let contextManager;
+	let contextManager;
 
-  beforeEach(() => {
-    contextManager = new ContextManager({
-      maxCacheSize: 10,
-      ttl: 1000, // 1 second for testing
-      maxContextSize: 1000
-    });
-  });
+	beforeEach(() => {
+		contextManager = new ContextManager({
+			maxCacheSize: 10,
+			ttl: 1000, // 1 second for testing
+			maxContextSize: 1000
+		});
+	});
 
-  describe('getContext', () => {
-    it('should create a new context when not in cache', async () => {
-      const context = await contextManager.getContext('test-id', { test: true });
-      expect(context.id).toBe('test-id');
-      expect(context.metadata.test).toBe(true);
-      expect(contextManager.stats.misses).toBe(1);
-      expect(contextManager.stats.hits).toBe(0);
-    });
+	describe('getContext', () => {
+		it('should create a new context when not in cache', async () => {
+			const context = await contextManager.getContext('test-id', {
+				test: true
+			});
+			expect(context.id).toBe('test-id');
+			expect(context.metadata.test).toBe(true);
+			expect(contextManager.stats.misses).toBe(1);
+			expect(contextManager.stats.hits).toBe(0);
+		});
 
-    it('should return cached context when available', async () => {
-      // First call creates the context
-      await contextManager.getContext('test-id', { test: true });
-      
-      // Second call should hit cache
-      const context = await contextManager.getContext('test-id', { test: true });
-      expect(context.id).toBe('test-id');
-      expect(context.metadata.test).toBe(true);
-      expect(contextManager.stats.hits).toBe(1);
-      expect(contextManager.stats.misses).toBe(1);
-    });
+		it('should return cached context when available', async () => {
+			// First call creates the context
+			await contextManager.getContext('test-id', { test: true });
 
-    it('should respect TTL settings', async () => {
-      // Create context
-      await contextManager.getContext('test-id', { test: true });
-      
-      // Wait for TTL to expire
-      await new Promise(resolve => setTimeout(resolve, 1100));
-      
-      // Should create new context
-      await contextManager.getContext('test-id', { test: true });
-      expect(contextManager.stats.misses).toBe(2);
-      expect(contextManager.stats.hits).toBe(0);
-    });
-  });
+			// Second call should hit cache
+			const context = await contextManager.getContext('test-id', {
+				test: true
+			});
+			expect(context.id).toBe('test-id');
+			expect(context.metadata.test).toBe(true);
+			expect(contextManager.stats.hits).toBe(1);
+			expect(contextManager.stats.misses).toBe(1);
+		});
 
-  describe('updateContext', () => {
-    it('should update existing context metadata', async () => {
-      await contextManager.getContext('test-id', { initial: true });
-      const updated = await contextManager.updateContext('test-id', { updated: true });
-      
-      expect(updated.metadata.initial).toBe(true);
-      expect(updated.metadata.updated).toBe(true);
-    });
-  });
+		it('should respect TTL settings', async () => {
+			// Create context
+			await contextManager.getContext('test-id', { test: true });
 
-  describe('invalidateContext', () => {
-    it('should remove context from cache', async () => {
-      await contextManager.getContext('test-id', { test: true });
-      contextManager.invalidateContext('test-id', { test: true });
-      
-      // Should be a cache miss
-      await contextManager.getContext('test-id', { test: true });
-      expect(contextManager.stats.invalidations).toBe(1);
-      expect(contextManager.stats.misses).toBe(2);
-    });
-  });
+			// Wait for TTL to expire
+			await new Promise((resolve) => setTimeout(resolve, 1100));
 
-  describe('getStats', () => {
-    it('should return current cache statistics', async () => {
-      await contextManager.getContext('test-id', { test: true });
-      const stats = contextManager.getStats();
-      
-      expect(stats.hits).toBe(0);
-      expect(stats.misses).toBe(1);
-      expect(stats.invalidations).toBe(0);
-      expect(stats.size).toBe(1);
-      expect(stats.maxSize).toBe(10);
-      expect(stats.ttl).toBe(1000);
-    });
-  });
-}); 
+			// Should create new context
+			await contextManager.getContext('test-id', { test: true });
+			expect(contextManager.stats.misses).toBe(2);
+			expect(contextManager.stats.hits).toBe(0);
+		});
+	});
+
+	describe('updateContext', () => {
+		it('should update existing context metadata', async () => {
+			await contextManager.getContext('test-id', { initial: true });
+			const updated = await contextManager.updateContext('test-id', {
+				updated: true
+			});
+
+			expect(updated.metadata.initial).toBe(true);
+			expect(updated.metadata.updated).toBe(true);
+		});
+	});
+
+	describe('invalidateContext', () => {
+		it('should remove context from cache', async () => {
+			await contextManager.getContext('test-id', { test: true });
+			contextManager.invalidateContext('test-id', { test: true });
+
+			// Should be a cache miss
+			await contextManager.getContext('test-id', { test: true });
+			expect(contextManager.stats.invalidations).toBe(1);
+			expect(contextManager.stats.misses).toBe(2);
+		});
+	});
+
+	describe('getStats', () => {
+		it('should return current cache statistics', async () => {
+			await contextManager.getContext('test-id', { test: true });
+			const stats = contextManager.getStats();
+
+			expect(stats.hits).toBe(0);
+			expect(stats.misses).toBe(1);
+			expect(stats.invalidations).toBe(0);
+			expect(stats.size).toBe(1);
+			expect(stats.maxSize).toBe(10);
+			expect(stats.ttl).toBe(1000);
+		});
+	});
+});

mcp-server/src/core/context-manager.js

@@ -15,156 +15,157 @@ import { LRUCache } from 'lru-cache';
  */
 
 export class ContextManager {
-  /**
-   * Create a new ContextManager instance
-   * @param {ContextManagerConfig} config - Configuration options
-   */
-  constructor(config = {}) {
-    this.config = {
-      maxCacheSize: config.maxCacheSize || 1000,
-      ttl: config.ttl || 1000 * 60 * 5, // 5 minutes default
-      maxContextSize: config.maxContextSize || 4000
-    };
+	/**
+	 * Create a new ContextManager instance
+	 * @param {ContextManagerConfig} config - Configuration options
+	 */
+	constructor(config = {}) {
+		this.config = {
+			maxCacheSize: config.maxCacheSize || 1000,
+			ttl: config.ttl || 1000 * 60 * 5, // 5 minutes default
+			maxContextSize: config.maxContextSize || 4000
+		};
 
-    // Initialize LRU cache for context data
-    this.cache = new LRUCache({
-      max: this.config.maxCacheSize,
-      ttl: this.config.ttl,
-      updateAgeOnGet: true
-    });
+		// Initialize LRU cache for context data
+		this.cache = new LRUCache({
+			max: this.config.maxCacheSize,
+			ttl: this.config.ttl,
+			updateAgeOnGet: true
+		});
 
-    // Cache statistics
-    this.stats = {
-      hits: 0,
-      misses: 0,
-      invalidations: 0
-    };
-  }
+		// Cache statistics
+		this.stats = {
+			hits: 0,
+			misses: 0,
+			invalidations: 0
+		};
+	}
 
-  /**
-   * Create a new context or retrieve from cache
-   * @param {string} contextId - Unique identifier for the context
-   * @param {Object} metadata - Additional metadata for the context
-   * @returns {Object} Context object with metadata
-   */
-  async getContext(contextId, metadata = {}) {
-    const cacheKey = this._getCacheKey(contextId, metadata);
-    
-    // Try to get from cache first
-    const cached = this.cache.get(cacheKey);
-    if (cached) {
-      this.stats.hits++;
-      return cached;
-    }
+	/**
+	 * Create a new context or retrieve from cache
+	 * @param {string} contextId - Unique identifier for the context
+	 * @param {Object} metadata - Additional metadata for the context
+	 * @returns {Object} Context object with metadata
+	 */
+	async getContext(contextId, metadata = {}) {
+		const cacheKey = this._getCacheKey(contextId, metadata);
 
-    this.stats.misses++;
-    
-    // Create new context if not in cache
-    const context = {
-      id: contextId,
-      metadata: {
-        ...metadata,
-        created: new Date().toISOString()
-      }
-    };
+		// Try to get from cache first
+		const cached = this.cache.get(cacheKey);
+		if (cached) {
+			this.stats.hits++;
+			return cached;
+		}
 
-    // Cache the new context
-    this.cache.set(cacheKey, context);
-    
-    return context;
-  }
+		this.stats.misses++;
 
-  /**
-   * Update an existing context
-   * @param {string} contextId - Context identifier
-   * @param {Object} updates - Updates to apply to the context
-   * @returns {Object} Updated context
-   */
-  async updateContext(contextId, updates) {
-    const context = await this.getContext(contextId);
-    
-    // Apply updates to context
-    Object.assign(context.metadata, updates);
-    
-    // Update cache
-    const cacheKey = this._getCacheKey(contextId, context.metadata);
-    this.cache.set(cacheKey, context);
-    
-    return context;
-  }
+		// Create new context if not in cache
+		const context = {
+			id: contextId,
+			metadata: {
+				...metadata,
+				created: new Date().toISOString()
+			}
+		};
 
-  /**
-   * Invalidate a context in the cache
-   * @param {string} contextId - Context identifier
-   * @param {Object} metadata - Metadata used in the cache key
-   */
-  invalidateContext(contextId, metadata = {}) {
-    const cacheKey = this._getCacheKey(contextId, metadata);
-    this.cache.delete(cacheKey);
-    this.stats.invalidations++;
-  }
+		// Cache the new context
+		this.cache.set(cacheKey, context);
 
-  /**
-   * Get cached data associated with a specific key.
-   * Increments cache hit stats if found.
-   * @param {string} key - The cache key.
-   * @returns {any | undefined} The cached data or undefined if not found/expired.
-   */
-  getCachedData(key) {
-    const cached = this.cache.get(key);
-    if (cached !== undefined) { // Check for undefined specifically, as null/false might be valid cached values
-      this.stats.hits++;
-      return cached;
-    }
-    this.stats.misses++;
-    return undefined;
-  }
+		return context;
+	}
 
-  /**
-   * Set data in the cache with a specific key.
-   * @param {string} key - The cache key.
-   * @param {any} data - The data to cache.
-   */
-  setCachedData(key, data) {
-    this.cache.set(key, data);
-  }
+	/**
+	 * Update an existing context
+	 * @param {string} contextId - Context identifier
+	 * @param {Object} updates - Updates to apply to the context
+	 * @returns {Object} Updated context
+	 */
+	async updateContext(contextId, updates) {
+		const context = await this.getContext(contextId);
 
-  /**
-   * Invalidate a specific cache key.
-   * Increments invalidation stats.
-   * @param {string} key - The cache key to invalidate.
-   */
-  invalidateCacheKey(key) {
-    this.cache.delete(key);
-    this.stats.invalidations++;
-  }
+		// Apply updates to context
+		Object.assign(context.metadata, updates);
 
-  /**
-   * Get cache statistics
-   * @returns {Object} Cache statistics
-   */
-  getStats() {
-    return {
-      hits: this.stats.hits,
-      misses: this.stats.misses,
-      invalidations: this.stats.invalidations,
-      size: this.cache.size,
-      maxSize: this.config.maxCacheSize,
-      ttl: this.config.ttl
-    };
-  }
+		// Update cache
+		const cacheKey = this._getCacheKey(contextId, context.metadata);
+		this.cache.set(cacheKey, context);
 
-  /**
-   * Generate a cache key from context ID and metadata
-   * @private
-   * @deprecated No longer used for direct cache key generation outside the manager.
-   *             Prefer generating specific keys in calling functions.
-   */
-  _getCacheKey(contextId, metadata) {
-    // Kept for potential backward compatibility or internal use if needed later.
-    return `${contextId}:${JSON.stringify(metadata)}`;
-  }
+		return context;
+	}
+
+	/**
+	 * Invalidate a context in the cache
+	 * @param {string} contextId - Context identifier
+	 * @param {Object} metadata - Metadata used in the cache key
+	 */
+	invalidateContext(contextId, metadata = {}) {
+		const cacheKey = this._getCacheKey(contextId, metadata);
+		this.cache.delete(cacheKey);
+		this.stats.invalidations++;
+	}
+
+	/**
+	 * Get cached data associated with a specific key.
+	 * Increments cache hit stats if found.
+	 * @param {string} key - The cache key.
+	 * @returns {any | undefined} The cached data or undefined if not found/expired.
+	 */
+	getCachedData(key) {
+		const cached = this.cache.get(key);
+		if (cached !== undefined) {
+			// Check for undefined specifically, as null/false might be valid cached values
+			this.stats.hits++;
+			return cached;
+		}
+		this.stats.misses++;
+		return undefined;
+	}
+
+	/**
+	 * Set data in the cache with a specific key.
+	 * @param {string} key - The cache key.
+	 * @param {any} data - The data to cache.
+	 */
+	setCachedData(key, data) {
+		this.cache.set(key, data);
+	}
+
+	/**
+	 * Invalidate a specific cache key.
+	 * Increments invalidation stats.
+	 * @param {string} key - The cache key to invalidate.
+	 */
+	invalidateCacheKey(key) {
+		this.cache.delete(key);
+		this.stats.invalidations++;
+	}
+
+	/**
+	 * Get cache statistics
+	 * @returns {Object} Cache statistics
+	 */
+	getStats() {
+		return {
+			hits: this.stats.hits,
+			misses: this.stats.misses,
+			invalidations: this.stats.invalidations,
+			size: this.cache.size,
+			maxSize: this.config.maxCacheSize,
+			ttl: this.config.ttl
+		};
+	}
+
+	/**
+	 * Generate a cache key from context ID and metadata
+	 * @private
+	 * @deprecated No longer used for direct cache key generation outside the manager.
+	 *             Prefer generating specific keys in calling functions.
+	 */
+	_getCacheKey(contextId, metadata) {
+		// Kept for potential backward compatibility or internal use if needed later.
+		return `${contextId}:${JSON.stringify(metadata)}`;
+	}
 }
 
 // Export a singleton instance with default config
-export const contextManager = new ContextManager(); 
+export const contextManager = new ContextManager();

mcp-server/src/core/direct-functions/add-dependency.js

@@ -5,11 +5,14 @@
 
 import { addDependency } from '../../../../scripts/modules/dependency-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 
 /**
  * Direct function wrapper for addDependency with error handling.
- * 
+ *
  * @param {Object} args - Command arguments
  * @param {string|number} args.id - Task ID to add dependency to
  * @param {string|number} args.dependsOn - Task ID that will become a dependency
@@ -19,67 +22,75 @@ import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules
  * @returns {Promise<Object>} - Result object with success status and data/error information
  */
 export async function addDependencyDirect(args, log) {
-  try {
-    log.info(`Adding dependency with args: ${JSON.stringify(args)}`);
-    
-    // Validate required parameters
-    if (!args.id) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: 'Task ID (id) is required'
-        }
-      };
-    }
-    
-    if (!args.dependsOn) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: 'Dependency ID (dependsOn) is required'
-        }
-      };
-    }
-    
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Format IDs for the core function
-    const taskId = args.id.includes && args.id.includes('.') ? args.id : parseInt(args.id, 10);
-    const dependencyId = args.dependsOn.includes && args.dependsOn.includes('.') ? args.dependsOn : parseInt(args.dependsOn, 10);
-    
-    log.info(`Adding dependency: task ${taskId} will depend on ${dependencyId}`);
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Call the core function
-    await addDependency(tasksPath, taskId, dependencyId);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    return {
-      success: true,
-      data: {
-        message: `Successfully added dependency: Task ${taskId} now depends on ${dependencyId}`,
-        taskId: taskId,
-        dependencyId: dependencyId
-      }
-    };
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error in addDependencyDirect: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'CORE_FUNCTION_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+	try {
+		log.info(`Adding dependency with args: ${JSON.stringify(args)}`);
+
+		// Validate required parameters
+		if (!args.id) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message: 'Task ID (id) is required'
+				}
+			};
+		}
+
+		if (!args.dependsOn) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message: 'Dependency ID (dependsOn) is required'
+				}
+			};
+		}
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Format IDs for the core function
+		const taskId =
+			args.id.includes && args.id.includes('.')
+				? args.id
+				: parseInt(args.id, 10);
+		const dependencyId =
+			args.dependsOn.includes && args.dependsOn.includes('.')
+				? args.dependsOn
+				: parseInt(args.dependsOn, 10);
+
+		log.info(
+			`Adding dependency: task ${taskId} will depend on ${dependencyId}`
+		);
+
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
+
+		// Call the core function
+		await addDependency(tasksPath, taskId, dependencyId);
+
+		// Restore normal logging
+		disableSilentMode();
+
+		return {
+			success: true,
+			data: {
+				message: `Successfully added dependency: Task ${taskId} now depends on ${dependencyId}`,
+				taskId: taskId,
+				dependencyId: dependencyId
+			}
+		};
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		disableSilentMode();
+
+		log.error(`Error in addDependencyDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CORE_FUNCTION_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/add-subtask.js

@@ -4,7 +4,10 @@
 
 import { addSubtask } from '../../../../scripts/modules/task-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 
 /**
  * Add a subtask to an existing task
@@ -23,106 +26,118 @@ import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules
  * @returns {Promise<{success: boolean, data?: Object, error?: string}>}
  */
 export async function addSubtaskDirect(args, log) {
-  try {
-    log.info(`Adding subtask with args: ${JSON.stringify(args)}`);
-    
-    if (!args.id) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: 'Parent task ID is required'
-        }
-      };
-    }
-    
-    // Either taskId or title must be provided
-    if (!args.taskId && !args.title) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: 'Either taskId or title must be provided'
-        }
-      };
-    }
+	try {
+		log.info(`Adding subtask with args: ${JSON.stringify(args)}`);
 
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Parse dependencies if provided
-    let dependencies = [];
-    if (args.dependencies) {
-      dependencies = args.dependencies.split(',').map(id => {
-        // Handle both regular IDs and dot notation
-        return id.includes('.') ? id.trim() : parseInt(id.trim(), 10);
-      });
-    }
-    
-    // Convert existingTaskId to a number if provided
-    const existingTaskId = args.taskId ? parseInt(args.taskId, 10) : null;
-    
-    // Convert parent ID to a number
-    const parentId = parseInt(args.id, 10);
-    
-    // Determine if we should generate files
-    const generateFiles = !args.skipGenerate;
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Case 1: Convert existing task to subtask
-    if (existingTaskId) {
-      log.info(`Converting task ${existingTaskId} to a subtask of ${parentId}`);
-      const result = await addSubtask(tasksPath, parentId, existingTaskId, null, generateFiles);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      return {
-        success: true,
-        data: {
-          message: `Task ${existingTaskId} successfully converted to a subtask of task ${parentId}`,
-          subtask: result
-        }
-      };
-    } 
-    // Case 2: Create new subtask
-    else {
-      log.info(`Creating new subtask for parent task ${parentId}`);
-      
-      const newSubtaskData = {
-        title: args.title,
-        description: args.description || '',
-        details: args.details || '',
-        status: args.status || 'pending',
-        dependencies: dependencies
-      };
-      
-      const result = await addSubtask(tasksPath, parentId, null, newSubtaskData, generateFiles);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      return {
-        success: true,
-        data: {
-          message: `New subtask ${parentId}.${result.id} successfully created`,
-          subtask: result
-        }
-      };
-    }
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error in addSubtaskDirect: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'CORE_FUNCTION_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+		if (!args.id) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message: 'Parent task ID is required'
+				}
+			};
+		}
+
+		// Either taskId or title must be provided
+		if (!args.taskId && !args.title) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message: 'Either taskId or title must be provided'
+				}
+			};
+		}
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Parse dependencies if provided
+		let dependencies = [];
+		if (args.dependencies) {
+			dependencies = args.dependencies.split(',').map((id) => {
+				// Handle both regular IDs and dot notation
+				return id.includes('.') ? id.trim() : parseInt(id.trim(), 10);
+			});
+		}
+
+		// Convert existingTaskId to a number if provided
+		const existingTaskId = args.taskId ? parseInt(args.taskId, 10) : null;
+
+		// Convert parent ID to a number
+		const parentId = parseInt(args.id, 10);
+
+		// Determine if we should generate files
+		const generateFiles = !args.skipGenerate;
+
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
+
+		// Case 1: Convert existing task to subtask
+		if (existingTaskId) {
+			log.info(`Converting task ${existingTaskId} to a subtask of ${parentId}`);
+			const result = await addSubtask(
+				tasksPath,
+				parentId,
+				existingTaskId,
+				null,
+				generateFiles
+			);
+
+			// Restore normal logging
+			disableSilentMode();
+
+			return {
+				success: true,
+				data: {
+					message: `Task ${existingTaskId} successfully converted to a subtask of task ${parentId}`,
+					subtask: result
+				}
+			};
+		}
+		// Case 2: Create new subtask
+		else {
+			log.info(`Creating new subtask for parent task ${parentId}`);
+
+			const newSubtaskData = {
+				title: args.title,
+				description: args.description || '',
+				details: args.details || '',
+				status: args.status || 'pending',
+				dependencies: dependencies
+			};
+
+			const result = await addSubtask(
+				tasksPath,
+				parentId,
+				null,
+				newSubtaskData,
+				generateFiles
+			);
+
+			// Restore normal logging
+			disableSilentMode();
+
+			return {
+				success: true,
+				data: {
+					message: `New subtask ${parentId}.${result.id} successfully created`,
+					subtask: result
+				}
+			};
+		}
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		disableSilentMode();
+
+		log.error(`Error in addSubtaskDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CORE_FUNCTION_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/add-task.js

@@ -5,7 +5,19 @@
 
 import { addTask } from '../../../../scripts/modules/task-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
+import {
+	getAnthropicClientForMCP,
+	getModelConfig
+} from '../utils/ai-client-utils.js';
+import {
+	_buildAddTaskPrompt,
+	parseTaskJsonResponse,
+	_handleAnthropicStream
+} from '../../../../scripts/modules/ai-services.js';
 
 /**
  * Direct function wrapper for adding a new task with error handling.
@@ -16,69 +28,168 @@ import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules
  * @param {string} [args.priority='medium'] - Task priority (high, medium, low)
  * @param {string} [args.file] - Path to the tasks file
  * @param {string} [args.projectRoot] - Project root directory
+ * @param {boolean} [args.research] - Whether to use research capabilities for task creation
  * @param {Object} log - Logger object
+ * @param {Object} context - Additional context (reportProgress, session)
  * @returns {Promise<Object>} - Result object { success: boolean, data?: any, error?: { code: string, message: string } }
  */
-export async function addTaskDirect(args, log) {
-  try {
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Check required parameters
-    if (!args.prompt) {
-      log.error('Missing required parameter: prompt');
-      return {
-        success: false,
-        error: {
-          code: 'MISSING_PARAMETER',
-          message: 'The prompt parameter is required for adding a task'
-        }
-      };
-    }
-    
-    // Extract and prepare parameters
-    const prompt = args.prompt;
-    const dependencies = Array.isArray(args.dependencies) 
-      ? args.dependencies 
-      : (args.dependencies ? String(args.dependencies).split(',').map(id => parseInt(id.trim(), 10)) : []);
-    const priority = args.priority || 'medium';
-    
-    log.info(`Adding new task with prompt: "${prompt}", dependencies: [${dependencies.join(', ')}], priority: ${priority}`);
-    
-    // Call the addTask function with 'json' outputFormat to prevent console output when called via MCP
-    const newTaskId = await addTask(
-      tasksPath, 
-      prompt, 
-      dependencies, 
-      priority, 
-      { mcpLog: log }, 
-      'json'
-    );
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    return {
-      success: true,
-      data: {
-        taskId: newTaskId,
-        message: `Successfully added new task #${newTaskId}`
-      }
-    };
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error in addTaskDirect: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'ADD_TASK_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+export async function addTaskDirect(args, log, context = {}) {
+	try {
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Check required parameters
+		if (!args.prompt) {
+			log.error('Missing required parameter: prompt');
+			disableSilentMode();
+			return {
+				success: false,
+				error: {
+					code: 'MISSING_PARAMETER',
+					message: 'The prompt parameter is required for adding a task'
+				}
+			};
+		}
+
+		// Extract and prepare parameters
+		const prompt = args.prompt;
+		const dependencies = Array.isArray(args.dependencies)
+			? args.dependencies
+			: args.dependencies
+				? String(args.dependencies)
+						.split(',')
+						.map((id) => parseInt(id.trim(), 10))
+				: [];
+		const priority = args.priority || 'medium';
+
+		log.info(
+			`Adding new task with prompt: "${prompt}", dependencies: [${dependencies.join(', ')}], priority: ${priority}`
+		);
+
+		// Extract context parameters for advanced functionality
+		// Commenting out reportProgress extraction
+		// const { reportProgress, session } = context;
+		const { session } = context; // Keep session
+
+		// Initialize AI client with session environment
+		let localAnthropic;
+		try {
+			localAnthropic = getAnthropicClientForMCP(session, log);
+		} catch (error) {
+			log.error(`Failed to initialize Anthropic client: ${error.message}`);
+			disableSilentMode();
+			return {
+				success: false,
+				error: {
+					code: 'AI_CLIENT_ERROR',
+					message: `Cannot initialize AI client: ${error.message}`
+				}
+			};
+		}
+
+		// Get model configuration from session
+		const modelConfig = getModelConfig(session);
+
+		// Read existing tasks to provide context
+		let tasksData;
+		try {
+			const fs = await import('fs');
+			tasksData = JSON.parse(fs.readFileSync(tasksPath, 'utf8'));
+		} catch (error) {
+			log.warn(`Could not read existing tasks for context: ${error.message}`);
+			tasksData = { tasks: [] };
+		}
+
+		// Build prompts for AI
+		const { systemPrompt, userPrompt } = _buildAddTaskPrompt(
+			prompt,
+			tasksData.tasks
+		);
+
+		// Make the AI call using the streaming helper
+		let responseText;
+		try {
+			responseText = await _handleAnthropicStream(
+				localAnthropic,
+				{
+					model: modelConfig.model,
+					max_tokens: modelConfig.maxTokens,
+					temperature: modelConfig.temperature,
+					messages: [{ role: 'user', content: userPrompt }],
+					system: systemPrompt
+				},
+				{
+					// reportProgress: context.reportProgress, // Commented out to prevent Cursor stroking out
+					mcpLog: log
+				}
+			);
+		} catch (error) {
+			log.error(`AI processing failed: ${error.message}`);
+			disableSilentMode();
+			return {
+				success: false,
+				error: {
+					code: 'AI_PROCESSING_ERROR',
+					message: `Failed to generate task with AI: ${error.message}`
+				}
+			};
+		}
+
+		// Parse the AI response
+		let taskDataFromAI;
+		try {
+			taskDataFromAI = parseTaskJsonResponse(responseText);
+		} catch (error) {
+			log.error(`Failed to parse AI response: ${error.message}`);
+			disableSilentMode();
+			return {
+				success: false,
+				error: {
+					code: 'RESPONSE_PARSING_ERROR',
+					message: `Failed to parse AI response: ${error.message}`
+				}
+			};
+		}
+
+		// Call the addTask function with 'json' outputFormat to prevent console output when called via MCP
+		const newTaskId = await addTask(
+			tasksPath,
+			prompt,
+			dependencies,
+			priority,
+			{
+				// reportProgress, // Commented out
+				mcpLog: log,
+				session,
+				taskDataFromAI // Pass the parsed AI result
+			},
+			'json'
+		);
+
+		// Restore normal logging
+		disableSilentMode();
+
+		return {
+			success: true,
+			data: {
+				taskId: newTaskId,
+				message: `Successfully added new task #${newTaskId}`
+			}
+		};
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		disableSilentMode();
+
+		log.error(`Error in addTaskDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'ADD_TASK_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/analyze-task-complexity.js

@@ -4,7 +4,12 @@
 
 import { analyzeTaskComplexity } from '../../../../scripts/modules/task-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode,
+	isSilentMode,
+	readJSON
+} from '../../../../scripts/modules/utils.js';
 import fs from 'fs';
 import path from 'path';
 
@@ -18,84 +23,146 @@ import path from 'path';
  * @param {boolean} [args.research] - Use Perplexity AI for research-backed complexity analysis
  * @param {string} [args.projectRoot] - Project root directory
  * @param {Object} log - Logger object
+ * @param {Object} [context={}] - Context object containing session data
  * @returns {Promise<{success: boolean, data?: Object, error?: {code: string, message: string}}>}
  */
-export async function analyzeTaskComplexityDirect(args, log) {
-  try {
-    log.info(`Analyzing task complexity with args: ${JSON.stringify(args)}`);
-    
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Determine output path
-    let outputPath = args.output || 'scripts/task-complexity-report.json';
-    if (!path.isAbsolute(outputPath) && args.projectRoot) {
-      outputPath = path.join(args.projectRoot, outputPath);
-    }
-    
-    // Create options object for analyzeTaskComplexity
-    const options = {
-      file: tasksPath,
-      output: outputPath,
-      model: args.model,
-      threshold: args.threshold,
-      research: args.research === true
-    };
-    
-    log.info(`Analyzing task complexity from: ${tasksPath}`);
-    log.info(`Output report will be saved to: ${outputPath}`);
-    
-    if (options.research) {
-      log.info('Using Perplexity AI for research-backed complexity analysis');
-    }
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Call the core function
-    await analyzeTaskComplexity(options);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    // Verify the report file was created
-    if (!fs.existsSync(outputPath)) {
-      return {
-        success: false,
-        error: {
-          code: 'ANALYZE_ERROR',
-          message: 'Analysis completed but no report file was created'
-        }
-      };
-    }
-    
-    // Read the report file
-    const report = JSON.parse(fs.readFileSync(outputPath, 'utf8'));
-    
-    return {
-      success: true,
-      data: {
-        message: `Task complexity analysis complete. Report saved to ${outputPath}`,
-        reportPath: outputPath,
-        reportSummary: {
-          taskCount: report.length,
-          highComplexityTasks: report.filter(t => t.complexityScore >= 8).length,
-          mediumComplexityTasks: report.filter(t => t.complexityScore >= 5 && t.complexityScore < 8).length,
-          lowComplexityTasks: report.filter(t => t.complexityScore < 5).length,
-        }
-      }
-    };
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error in analyzeTaskComplexityDirect: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'CORE_FUNCTION_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+export async function analyzeTaskComplexityDirect(args, log, context = {}) {
+	const { session } = context; // Only extract session, not reportProgress
+
+	try {
+		log.info(`Analyzing task complexity with args: ${JSON.stringify(args)}`);
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Determine output path
+		let outputPath = args.output || 'scripts/task-complexity-report.json';
+		if (!path.isAbsolute(outputPath) && args.projectRoot) {
+			outputPath = path.join(args.projectRoot, outputPath);
+		}
+
+		log.info(`Analyzing task complexity from: ${tasksPath}`);
+		log.info(`Output report will be saved to: ${outputPath}`);
+
+		if (args.research) {
+			log.info('Using Perplexity AI for research-backed complexity analysis');
+		}
+
+		// Create options object for analyzeTaskComplexity
+		const options = {
+			file: tasksPath,
+			output: outputPath,
+			model: args.model,
+			threshold: args.threshold,
+			research: args.research === true
+		};
+
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		const wasSilent = isSilentMode();
+		if (!wasSilent) {
+			enableSilentMode();
+		}
+
+		// Create a logWrapper that matches the expected mcpLog interface as specified in utilities.mdc
+		const logWrapper = {
+			info: (message, ...args) => log.info(message, ...args),
+			warn: (message, ...args) => log.warn(message, ...args),
+			error: (message, ...args) => log.error(message, ...args),
+			debug: (message, ...args) => log.debug && log.debug(message, ...args),
+			success: (message, ...args) => log.info(message, ...args) // Map success to info
+		};
+
+		try {
+			// Call the core function with session and logWrapper as mcpLog
+			await analyzeTaskComplexity(options, {
+				session,
+				mcpLog: logWrapper // Use the wrapper instead of passing log directly
+			});
+		} catch (error) {
+			log.error(`Error in analyzeTaskComplexity: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'ANALYZE_ERROR',
+					message: `Error running complexity analysis: ${error.message}`
+				}
+			};
+		} finally {
+			// Always restore normal logging in finally block, but only if we enabled it
+			if (!wasSilent) {
+				disableSilentMode();
+			}
+		}
+
+		// Verify the report file was created
+		if (!fs.existsSync(outputPath)) {
+			return {
+				success: false,
+				error: {
+					code: 'ANALYZE_ERROR',
+					message: 'Analysis completed but no report file was created'
+				}
+			};
+		}
+
+		// Read the report file
+		let report;
+		try {
+			report = JSON.parse(fs.readFileSync(outputPath, 'utf8'));
+
+			// Important: Handle different report formats
+			// The core function might return an array or an object with a complexityAnalysis property
+			const analysisArray = Array.isArray(report)
+				? report
+				: report.complexityAnalysis || [];
+
+			// Count tasks by complexity
+			const highComplexityTasks = analysisArray.filter(
+				(t) => t.complexityScore >= 8
+			).length;
+			const mediumComplexityTasks = analysisArray.filter(
+				(t) => t.complexityScore >= 5 && t.complexityScore < 8
+			).length;
+			const lowComplexityTasks = analysisArray.filter(
+				(t) => t.complexityScore < 5
+			).length;
+
+			return {
+				success: true,
+				data: {
+					message: `Task complexity analysis complete. Report saved to ${outputPath}`,
+					reportPath: outputPath,
+					reportSummary: {
+						taskCount: analysisArray.length,
+						highComplexityTasks,
+						mediumComplexityTasks,
+						lowComplexityTasks
+					}
+				}
+			};
+		} catch (parseError) {
+			log.error(`Error parsing report file: ${parseError.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'REPORT_PARSE_ERROR',
+					message: `Error parsing complexity report: ${parseError.message}`
+				}
+			};
+		}
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		if (isSilentMode()) {
+			disableSilentMode();
+		}
+
+		log.error(`Error in analyzeTaskComplexityDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CORE_FUNCTION_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/cache-stats.js

@@ -12,21 +12,21 @@ import { contextManager } from '../context-manager.js';
  * @returns {Object} - Cache statistics
  */
 export async function getCacheStatsDirect(args, log) {
-  try {
-    log.info('Retrieving cache statistics');
-    const stats = contextManager.getStats();
-    return {
-      success: true,
-      data: stats
-    };
-  } catch (error) {
-    log.error(`Error getting cache stats: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'CACHE_STATS_ERROR',
-        message: error.message || 'Unknown error occurred'
-      }
-    };
-  }
-} 
+	try {
+		log.info('Retrieving cache statistics');
+		const stats = contextManager.getStats();
+		return {
+			success: true,
+			data: stats
+		};
+	} catch (error) {
+		log.error(`Error getting cache stats: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CACHE_STATS_ERROR',
+				message: error.message || 'Unknown error occurred'
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/clear-subtasks.js

@@ -4,7 +4,10 @@
 
 import { clearSubtasks } from '../../../../scripts/modules/task-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 import fs from 'fs';
 
 /**
@@ -18,95 +21,96 @@ import fs from 'fs';
  * @returns {Promise<{success: boolean, data?: Object, error?: {code: string, message: string}}>}
  */
 export async function clearSubtasksDirect(args, log) {
-  try {
-    log.info(`Clearing subtasks with args: ${JSON.stringify(args)}`);
-    
-    // Either id or all must be provided
-    if (!args.id && !args.all) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: 'Either task IDs with id parameter or all parameter must be provided'
-        }
-      };
-    }
+	try {
+		log.info(`Clearing subtasks with args: ${JSON.stringify(args)}`);
 
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Check if tasks.json exists
-    if (!fs.existsSync(tasksPath)) {
-      return {
-        success: false,
-        error: {
-          code: 'FILE_NOT_FOUND_ERROR',
-          message: `Tasks file not found at ${tasksPath}`
-        }
-      };
-    }
-    
-    let taskIds;
-    
-    // If all is specified, get all task IDs
-    if (args.all) {
-      log.info('Clearing subtasks from all tasks');
-      const data = JSON.parse(fs.readFileSync(tasksPath, 'utf8'));
-      if (!data || !data.tasks || data.tasks.length === 0) {
-        return {
-          success: false,
-          error: {
-            code: 'INPUT_VALIDATION_ERROR',
-            message: 'No valid tasks found in the tasks file'
-          }
-        };
-      }
-      taskIds = data.tasks.map(t => t.id).join(',');
-    } else {
-      // Use the provided task IDs
-      taskIds = args.id;
-    }
-    
-    log.info(`Clearing subtasks from tasks: ${taskIds}`);
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Call the core function
-    clearSubtasks(tasksPath, taskIds);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    // Read the updated data to provide a summary
-    const updatedData = JSON.parse(fs.readFileSync(tasksPath, 'utf8'));
-    const taskIdArray = taskIds.split(',').map(id => parseInt(id.trim(), 10));
-    
-    // Build a summary of what was done
-    const clearedTasksCount = taskIdArray.length;
-    const taskSummary = taskIdArray.map(id => {
-      const task = updatedData.tasks.find(t => t.id === id);
-      return task ? { id, title: task.title } : { id, title: 'Task not found' };
-    });
-    
-    return {
-      success: true,
-      data: {
-        message: `Successfully cleared subtasks from ${clearedTasksCount} task(s)`,
-        tasksCleared: taskSummary
-      }
-    };
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error in clearSubtasksDirect: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'CORE_FUNCTION_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+		// Either id or all must be provided
+		if (!args.id && !args.all) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message:
+						'Either task IDs with id parameter or all parameter must be provided'
+				}
+			};
+		}
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Check if tasks.json exists
+		if (!fs.existsSync(tasksPath)) {
+			return {
+				success: false,
+				error: {
+					code: 'FILE_NOT_FOUND_ERROR',
+					message: `Tasks file not found at ${tasksPath}`
+				}
+			};
+		}
+
+		let taskIds;
+
+		// If all is specified, get all task IDs
+		if (args.all) {
+			log.info('Clearing subtasks from all tasks');
+			const data = JSON.parse(fs.readFileSync(tasksPath, 'utf8'));
+			if (!data || !data.tasks || data.tasks.length === 0) {
+				return {
+					success: false,
+					error: {
+						code: 'INPUT_VALIDATION_ERROR',
+						message: 'No valid tasks found in the tasks file'
+					}
+				};
+			}
+			taskIds = data.tasks.map((t) => t.id).join(',');
+		} else {
+			// Use the provided task IDs
+			taskIds = args.id;
+		}
+
+		log.info(`Clearing subtasks from tasks: ${taskIds}`);
+
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
+
+		// Call the core function
+		clearSubtasks(tasksPath, taskIds);
+
+		// Restore normal logging
+		disableSilentMode();
+
+		// Read the updated data to provide a summary
+		const updatedData = JSON.parse(fs.readFileSync(tasksPath, 'utf8'));
+		const taskIdArray = taskIds.split(',').map((id) => parseInt(id.trim(), 10));
+
+		// Build a summary of what was done
+		const clearedTasksCount = taskIdArray.length;
+		const taskSummary = taskIdArray.map((id) => {
+			const task = updatedData.tasks.find((t) => t.id === id);
+			return task ? { id, title: task.title } : { id, title: 'Task not found' };
+		});
+
+		return {
+			success: true,
+			data: {
+				message: `Successfully cleared subtasks from ${clearedTasksCount} task(s)`,
+				tasksCleared: taskSummary
+			}
+		};
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		disableSilentMode();
+
+		log.error(`Error in clearSubtasksDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CORE_FUNCTION_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/complexity-report.js

@@ -3,119 +3,131 @@
  * Direct function implementation for displaying complexity analysis report
  */
 
-import { readComplexityReport, enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	readComplexityReport,
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
 import { getCachedOrExecute } from '../../tools/utils.js';
 import path from 'path';
 
 /**
  * Direct function wrapper for displaying the complexity report with error handling and caching.
- * 
+ *
  * @param {Object} args - Command arguments containing file path option
  * @param {Object} log - Logger object
  * @returns {Promise<Object>} - Result object with success status and data/error information
  */
 export async function complexityReportDirect(args, log) {
-  try {
-    log.info(`Getting complexity report with args: ${JSON.stringify(args)}`);
-    
-    // Get tasks file path to determine project root for the default report location
-    let tasksPath;
-    try {
-      tasksPath = findTasksJsonPath(args, log);
-    } catch (error) {
-      log.warn(`Tasks file not found, using current directory: ${error.message}`);
-      // Continue with default or specified report path
-    }
+	try {
+		log.info(`Getting complexity report with args: ${JSON.stringify(args)}`);
 
-    // Get report file path from args or use default
-    const reportPath = args.file || path.join(process.cwd(), 'scripts', 'task-complexity-report.json');
-    
-    log.info(`Looking for complexity report at: ${reportPath}`);
-    
-    // Generate cache key based on report path
-    const cacheKey = `complexityReport:${reportPath}`;
-    
-    // Define the core action function to read the report
-    const coreActionFn = async () => {
-      try {
-        // Enable silent mode to prevent console logs from interfering with JSON response
-        enableSilentMode();
-        
-        const report = readComplexityReport(reportPath);
-        
-        // Restore normal logging
-        disableSilentMode();
-        
-        if (!report) {
-          log.warn(`No complexity report found at ${reportPath}`);
-          return { 
-            success: false, 
-            error: { 
-              code: 'FILE_NOT_FOUND_ERROR', 
-              message: `No complexity report found at ${reportPath}. Run 'analyze-complexity' first.` 
-            }
-          };
-        }
-        
-        return {
-          success: true,
-          data: {
-            report,
-            reportPath
-          }
-        };
-      } catch (error) {
-        // Make sure to restore normal logging even if there's an error
-        disableSilentMode();
-        
-        log.error(`Error reading complexity report: ${error.message}`);
-        return { 
-          success: false, 
-          error: { 
-            code: 'READ_ERROR', 
-            message: error.message 
-          }
-        };
-      }
-    };
+		// Get tasks file path to determine project root for the default report location
+		let tasksPath;
+		try {
+			tasksPath = findTasksJsonPath(args, log);
+		} catch (error) {
+			log.warn(
+				`Tasks file not found, using current directory: ${error.message}`
+			);
+			// Continue with default or specified report path
+		}
 
-    // Use the caching utility
-    try {
-      const result = await getCachedOrExecute({
-        cacheKey,
-        actionFn: coreActionFn,
-        log
-      });
-      log.info(`complexityReportDirect completed. From cache: ${result.fromCache}`);
-      return result; // Returns { success, data/error, fromCache }
-    } catch (error) {
-      // Catch unexpected errors from getCachedOrExecute itself
-      // Ensure silent mode is disabled
-      disableSilentMode();
-      
-      log.error(`Unexpected error during getCachedOrExecute for complexityReport: ${error.message}`);
-      return { 
-        success: false, 
-        error: { 
-          code: 'UNEXPECTED_ERROR', 
-          message: error.message 
-        }, 
-        fromCache: false 
-      };
-    }
-  } catch (error) {
-    // Ensure silent mode is disabled if an outer error occurs
-    disableSilentMode();
-    
-    log.error(`Error in complexityReportDirect: ${error.message}`);
-    return { 
-      success: false, 
-      error: { 
-        code: 'UNEXPECTED_ERROR', 
-        message: error.message 
-      }, 
-      fromCache: false 
-    };
-  }
-} 
+		// Get report file path from args or use default
+		const reportPath =
+			args.file ||
+			path.join(process.cwd(), 'scripts', 'task-complexity-report.json');
+
+		log.info(`Looking for complexity report at: ${reportPath}`);
+
+		// Generate cache key based on report path
+		const cacheKey = `complexityReport:${reportPath}`;
+
+		// Define the core action function to read the report
+		const coreActionFn = async () => {
+			try {
+				// Enable silent mode to prevent console logs from interfering with JSON response
+				enableSilentMode();
+
+				const report = readComplexityReport(reportPath);
+
+				// Restore normal logging
+				disableSilentMode();
+
+				if (!report) {
+					log.warn(`No complexity report found at ${reportPath}`);
+					return {
+						success: false,
+						error: {
+							code: 'FILE_NOT_FOUND_ERROR',
+							message: `No complexity report found at ${reportPath}. Run 'analyze-complexity' first.`
+						}
+					};
+				}
+
+				return {
+					success: true,
+					data: {
+						report,
+						reportPath
+					}
+				};
+			} catch (error) {
+				// Make sure to restore normal logging even if there's an error
+				disableSilentMode();
+
+				log.error(`Error reading complexity report: ${error.message}`);
+				return {
+					success: false,
+					error: {
+						code: 'READ_ERROR',
+						message: error.message
+					}
+				};
+			}
+		};
+
+		// Use the caching utility
+		try {
+			const result = await getCachedOrExecute({
+				cacheKey,
+				actionFn: coreActionFn,
+				log
+			});
+			log.info(
+				`complexityReportDirect completed. From cache: ${result.fromCache}`
+			);
+			return result; // Returns { success, data/error, fromCache }
+		} catch (error) {
+			// Catch unexpected errors from getCachedOrExecute itself
+			// Ensure silent mode is disabled
+			disableSilentMode();
+
+			log.error(
+				`Unexpected error during getCachedOrExecute for complexityReport: ${error.message}`
+			);
+			return {
+				success: false,
+				error: {
+					code: 'UNEXPECTED_ERROR',
+					message: error.message
+				},
+				fromCache: false
+			};
+		}
+	} catch (error) {
+		// Ensure silent mode is disabled if an outer error occurs
+		disableSilentMode();
+
+		log.error(`Error in complexityReportDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'UNEXPECTED_ERROR',
+				message: error.message
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/expand-all-tasks.js

@@ -3,8 +3,15 @@
  */
 
 import { expandAllTasks } from '../../../../scripts/modules/task-manager.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode,
+	isSilentMode
+} from '../../../../scripts/modules/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
+import { getAnthropicClientForMCP } from '../utils/ai-client-utils.js';
+import path from 'path';
+import fs from 'fs';
 
 /**
  * Expand all pending tasks with subtasks
@@ -16,71 +23,104 @@ import { findTasksJsonPath } from '../utils/path-utils.js';
  * @param {string} [args.file] - Path to the tasks file
  * @param {string} [args.projectRoot] - Project root directory
  * @param {Object} log - Logger object
+ * @param {Object} context - Context object containing session
  * @returns {Promise<{success: boolean, data?: Object, error?: {code: string, message: string}}>}
  */
-export async function expandAllTasksDirect(args, log) {
-  try {
-    log.info(`Expanding all tasks with args: ${JSON.stringify(args)}`);
-    
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Parse parameters
-    const numSubtasks = args.num ? parseInt(args.num, 10) : undefined;
-    const useResearch = args.research === true;
-    const additionalContext = args.prompt || '';
-    const forceFlag = args.force === true;
-    
-    log.info(`Expanding all tasks with ${numSubtasks || 'default'} subtasks each...`);
-    if (useResearch) {
-      log.info('Using Perplexity AI for research-backed subtask generation');
-    }
-    if (additionalContext) {
-      log.info(`Additional context: "${additionalContext}"`);
-    }
-    if (forceFlag) {
-      log.info('Force regeneration of subtasks is enabled');
-    }
-    
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      // Call the core function
-      await expandAllTasks(numSubtasks, useResearch, additionalContext, forceFlag);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      // The expandAllTasks function doesn't have a return value, so we'll create our own success response
-      return {
-        success: true,
-        data: {
-          message: "Successfully expanded all pending tasks with subtasks",
-          details: {
-            numSubtasks: numSubtasks,
-            research: useResearch,
-            prompt: additionalContext,
-            force: forceFlag
-          }
-        }
-      };
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      throw error; // Rethrow to be caught by outer catch block
-    }
-  } catch (error) {
-    // Ensure silent mode is disabled
-    disableSilentMode();
-    
-    log.error(`Error in expandAllTasksDirect: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'CORE_FUNCTION_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+export async function expandAllTasksDirect(args, log, context = {}) {
+	const { session } = context; // Only extract session, not reportProgress
+
+	try {
+		log.info(`Expanding all tasks with args: ${JSON.stringify(args)}`);
+
+		// Enable silent mode early to prevent any console output
+		enableSilentMode();
+
+		try {
+			// Find the tasks.json path
+			const tasksPath = findTasksJsonPath(args, log);
+
+			// Parse parameters
+			const numSubtasks = args.num ? parseInt(args.num, 10) : undefined;
+			const useResearch = args.research === true;
+			const additionalContext = args.prompt || '';
+			const forceFlag = args.force === true;
+
+			log.info(
+				`Expanding all tasks with ${numSubtasks || 'default'} subtasks each...`
+			);
+
+			if (useResearch) {
+				log.info('Using Perplexity AI for research-backed subtask generation');
+
+				// Initialize AI client for research-backed expansion
+				try {
+					await getAnthropicClientForMCP(session, log);
+				} catch (error) {
+					// Ensure silent mode is disabled before returning error
+					disableSilentMode();
+
+					log.error(`Failed to initialize AI client: ${error.message}`);
+					return {
+						success: false,
+						error: {
+							code: 'AI_CLIENT_ERROR',
+							message: `Cannot initialize AI client: ${error.message}`
+						}
+					};
+				}
+			}
+
+			if (additionalContext) {
+				log.info(`Additional context: "${additionalContext}"`);
+			}
+			if (forceFlag) {
+				log.info('Force regeneration of subtasks is enabled');
+			}
+
+			// Call the core function with session context for AI operations
+			// and outputFormat as 'json' to prevent UI elements
+			const result = await expandAllTasks(
+				tasksPath,
+				numSubtasks,
+				useResearch,
+				additionalContext,
+				forceFlag,
+				{ mcpLog: log, session },
+				'json' // Use JSON output format to prevent UI elements
+			);
+
+			// The expandAllTasks function now returns a result object
+			return {
+				success: true,
+				data: {
+					message: 'Successfully expanded all pending tasks with subtasks',
+					details: {
+						numSubtasks: numSubtasks,
+						research: useResearch,
+						prompt: additionalContext,
+						force: forceFlag,
+						tasksExpanded: result.expandedCount,
+						totalEligibleTasks: result.tasksToExpand
+					}
+				}
+			};
+		} finally {
+			// Restore normal logging in finally block to ensure it runs even if there's an error
+			disableSilentMode();
+		}
+	} catch (error) {
+		// Ensure silent mode is disabled if an error occurs
+		if (isSilentMode()) {
+			disableSilentMode();
+		}
+
+		log.error(`Error in expandAllTasksDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CORE_FUNCTION_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/expand-task.js

@@ -4,8 +4,18 @@
  */
 
 import { expandTask } from '../../../../scripts/modules/task-manager.js';
-import { readJSON, writeJSON, enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	readJSON,
+	writeJSON,
+	enableSilentMode,
+	disableSilentMode,
+	isSilentMode
+} from '../../../../scripts/modules/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
+import {
+	getAnthropicClientForMCP,
+	getModelConfig
+} from '../utils/ai-client-utils.js';
 import path from 'path';
 import fs from 'fs';
 
@@ -14,161 +24,252 @@ import fs from 'fs';
  *
  * @param {Object} args - Command arguments
  * @param {Object} log - Logger object
+ * @param {Object} context - Context object containing session and reportProgress
  * @returns {Promise<Object>} - Task expansion result { success: boolean, data?: any, error?: { code: string, message: string }, fromCache: boolean }
  */
-export async function expandTaskDirect(args, log) {
-  let tasksPath;
-  try {
-    // Find the tasks path first
-    tasksPath = findTasksJsonPath(args, log);
-  } catch (error) {
-    log.error(`Tasks file not found: ${error.message}`);
-    return { 
-      success: false, 
-      error: { 
-        code: 'FILE_NOT_FOUND_ERROR', 
-        message: error.message 
-      }, 
-      fromCache: false 
-    };
-  }
+export async function expandTaskDirect(args, log, context = {}) {
+	const { session } = context;
 
-  // Validate task ID
-  const taskId = args.id ? parseInt(args.id, 10) : null;
-  if (!taskId) {
-    log.error('Task ID is required');
-    return { 
-      success: false, 
-      error: { 
-        code: 'INPUT_VALIDATION_ERROR', 
-        message: 'Task ID is required' 
-      }, 
-      fromCache: false 
-    };
-  }
+	// Log session root data for debugging
+	log.info(
+		`Session data in expandTaskDirect: ${JSON.stringify({
+			hasSession: !!session,
+			sessionKeys: session ? Object.keys(session) : [],
+			roots: session?.roots,
+			rootsStr: JSON.stringify(session?.roots)
+		})}`
+	);
 
-  // Process other parameters
-  const numSubtasks = args.num ? parseInt(args.num, 10) : undefined;
-  const useResearch = args.research === true;
-  const additionalContext = args.prompt || '';
-  const force = args.force === true;
+	let tasksPath;
+	try {
+		// If a direct file path is provided, use it directly
+		if (args.file && fs.existsSync(args.file)) {
+			log.info(
+				`[expandTaskDirect] Using explicitly provided tasks file: ${args.file}`
+			);
+			tasksPath = args.file;
+		} else {
+			// Find the tasks path through standard logic
+			log.info(
+				`[expandTaskDirect] No direct file path provided or file not found at ${args.file}, searching using findTasksJsonPath`
+			);
+			tasksPath = findTasksJsonPath(args, log);
+		}
+	} catch (error) {
+		log.error(
+			`[expandTaskDirect] Error during tasksPath determination: ${error.message}`
+		);
 
-  try {
-    log.info(`Expanding task ${taskId} into ${numSubtasks || 'default'} subtasks. Research: ${useResearch}, Force: ${force}`);
-    
-    // Read tasks data
-    const data = readJSON(tasksPath);
-    if (!data || !data.tasks) {
-      return { 
-        success: false, 
-        error: { 
-          code: 'INVALID_TASKS_FILE', 
-          message: `No valid tasks found in ${tasksPath}` 
-        }, 
-        fromCache: false
-      };
-    }
-    
-    // Find the specific task
-    const task = data.tasks.find(t => t.id === taskId);
-    
-    if (!task) {
-      return { 
-        success: false, 
-        error: { 
-          code: 'TASK_NOT_FOUND', 
-          message: `Task with ID ${taskId} not found` 
-        }, 
-        fromCache: false
-      };
-    }
-    
-    // Check if task is completed
-    if (task.status === 'done' || task.status === 'completed') {
-      return { 
-        success: false, 
-        error: { 
-          code: 'TASK_COMPLETED', 
-          message: `Task ${taskId} is already marked as ${task.status} and cannot be expanded` 
-        }, 
-        fromCache: false
-      };
-    }
-    
-    // Check for existing subtasks
-    const hasExistingSubtasks = task.subtasks && task.subtasks.length > 0;
-    
-    // Keep a copy of the task before modification
-    const originalTask = JSON.parse(JSON.stringify(task));
-    
-    // Tracking subtasks count before expansion
-    const subtasksCountBefore = task.subtasks ? task.subtasks.length : 0;
-    
-    // Create a backup of the tasks.json file
-    const backupPath = path.join(path.dirname(tasksPath), 'tasks.json.bak');
-    fs.copyFileSync(tasksPath, backupPath);
-    
-    // Directly modify the data instead of calling the CLI function
-    if (!task.subtasks) {
-      task.subtasks = [];
-    }
-    
-    // Save tasks.json with potentially empty subtasks array
-    writeJSON(tasksPath, data);
-    
-    // Process the request
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      // Call expandTask
-      const result = await expandTask(taskId, numSubtasks, useResearch, additionalContext);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      // Read the updated data
-      const updatedData = readJSON(tasksPath);
-      const updatedTask = updatedData.tasks.find(t => t.id === taskId);
-      
-      // Calculate how many subtasks were added
-      const subtasksAdded = updatedTask.subtasks ? 
-        updatedTask.subtasks.length - subtasksCountBefore : 0;
-      
-      // Return the result
-      log.info(`Successfully expanded task ${taskId} with ${subtasksAdded} new subtasks`);
-      return { 
-        success: true, 
-        data: { 
-          task: updatedTask,
-          subtasksAdded,
-          hasExistingSubtasks
-        }, 
-        fromCache: false 
-      };
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      
-      log.error(`Error expanding task: ${error.message}`);
-      return { 
-        success: false, 
-        error: { 
-          code: 'CORE_FUNCTION_ERROR', 
-          message: error.message || 'Failed to expand task' 
-        }, 
-        fromCache: false 
-      };
-    }
-  } catch (error) {
-    log.error(`Error expanding task: ${error.message}`);
-    return { 
-      success: false, 
-      error: { 
-        code: 'CORE_FUNCTION_ERROR', 
-        message: error.message || 'Failed to expand task' 
-      }, 
-      fromCache: false 
-    };
-  }
-} 
+		// Include session roots information in error
+		const sessionRootsInfo = session
+			? `\nSession.roots: ${JSON.stringify(session.roots)}\n` +
+				`Current Working Directory: ${process.cwd()}\n` +
+				`Args.projectRoot: ${args.projectRoot}\n` +
+				`Args.file: ${args.file}\n`
+			: '\nSession object not available';
+
+		return {
+			success: false,
+			error: {
+				code: 'FILE_NOT_FOUND_ERROR',
+				message: `Error determining tasksPath: ${error.message}${sessionRootsInfo}`
+			},
+			fromCache: false
+		};
+	}
+
+	log.info(`[expandTaskDirect] Determined tasksPath: ${tasksPath}`);
+
+	// Validate task ID
+	const taskId = args.id ? parseInt(args.id, 10) : null;
+	if (!taskId) {
+		log.error('Task ID is required');
+		return {
+			success: false,
+			error: {
+				code: 'INPUT_VALIDATION_ERROR',
+				message: 'Task ID is required'
+			},
+			fromCache: false
+		};
+	}
+
+	// Process other parameters
+	const numSubtasks = args.num ? parseInt(args.num, 10) : undefined;
+	const useResearch = args.research === true;
+	const additionalContext = args.prompt || '';
+
+	// Initialize AI client if needed (for expandTask function)
+	try {
+		// This ensures the AI client is available by checking it
+		if (useResearch) {
+			log.info('Verifying AI client for research-backed expansion');
+			await getAnthropicClientForMCP(session, log);
+		}
+	} catch (error) {
+		log.error(`Failed to initialize AI client: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'AI_CLIENT_ERROR',
+				message: `Cannot initialize AI client: ${error.message}`
+			},
+			fromCache: false
+		};
+	}
+
+	try {
+		log.info(
+			`[expandTaskDirect] Expanding task ${taskId} into ${numSubtasks || 'default'} subtasks. Research: ${useResearch}`
+		);
+
+		// Read tasks data
+		log.info(`[expandTaskDirect] Attempting to read JSON from: ${tasksPath}`);
+		const data = readJSON(tasksPath);
+		log.info(
+			`[expandTaskDirect] Result of readJSON: ${data ? 'Data read successfully' : 'readJSON returned null or undefined'}`
+		);
+
+		if (!data || !data.tasks) {
+			log.error(
+				`[expandTaskDirect] readJSON failed or returned invalid data for path: ${tasksPath}`
+			);
+			return {
+				success: false,
+				error: {
+					code: 'INVALID_TASKS_FILE',
+					message: `No valid tasks found in ${tasksPath}. readJSON returned: ${JSON.stringify(data)}`
+				},
+				fromCache: false
+			};
+		}
+
+		// Find the specific task
+		log.info(`[expandTaskDirect] Searching for task ID ${taskId} in data`);
+		const task = data.tasks.find((t) => t.id === taskId);
+		log.info(`[expandTaskDirect] Task found: ${task ? 'Yes' : 'No'}`);
+
+		if (!task) {
+			return {
+				success: false,
+				error: {
+					code: 'TASK_NOT_FOUND',
+					message: `Task with ID ${taskId} not found`
+				},
+				fromCache: false
+			};
+		}
+
+		// Check if task is completed
+		if (task.status === 'done' || task.status === 'completed') {
+			return {
+				success: false,
+				error: {
+					code: 'TASK_COMPLETED',
+					message: `Task ${taskId} is already marked as ${task.status} and cannot be expanded`
+				},
+				fromCache: false
+			};
+		}
+
+		// Check for existing subtasks
+		const hasExistingSubtasks = task.subtasks && task.subtasks.length > 0;
+
+		// If the task already has subtasks, just return it (matching core behavior)
+		if (hasExistingSubtasks) {
+			log.info(`Task ${taskId} already has ${task.subtasks.length} subtasks`);
+			return {
+				success: true,
+				data: {
+					task,
+					subtasksAdded: 0,
+					hasExistingSubtasks
+				},
+				fromCache: false
+			};
+		}
+
+		// Keep a copy of the task before modification
+		const originalTask = JSON.parse(JSON.stringify(task));
+
+		// Tracking subtasks count before expansion
+		const subtasksCountBefore = task.subtasks ? task.subtasks.length : 0;
+
+		// Create a backup of the tasks.json file
+		const backupPath = path.join(path.dirname(tasksPath), 'tasks.json.bak');
+		fs.copyFileSync(tasksPath, backupPath);
+
+		// Directly modify the data instead of calling the CLI function
+		if (!task.subtasks) {
+			task.subtasks = [];
+		}
+
+		// Save tasks.json with potentially empty subtasks array
+		writeJSON(tasksPath, data);
+
+		// Process the request
+		try {
+			// Enable silent mode to prevent console logs from interfering with JSON response
+			enableSilentMode();
+
+			// Call expandTask with session context to ensure AI client is properly initialized
+			const result = await expandTask(
+				tasksPath,
+				taskId,
+				numSubtasks,
+				useResearch,
+				additionalContext,
+				{ mcpLog: log, session } // Only pass mcpLog and session, NOT reportProgress
+			);
+
+			// Restore normal logging
+			disableSilentMode();
+
+			// Read the updated data
+			const updatedData = readJSON(tasksPath);
+			const updatedTask = updatedData.tasks.find((t) => t.id === taskId);
+
+			// Calculate how many subtasks were added
+			const subtasksAdded = updatedTask.subtasks
+				? updatedTask.subtasks.length - subtasksCountBefore
+				: 0;
+
+			// Return the result
+			log.info(
+				`Successfully expanded task ${taskId} with ${subtasksAdded} new subtasks`
+			);
+			return {
+				success: true,
+				data: {
+					task: updatedTask,
+					subtasksAdded,
+					hasExistingSubtasks
+				},
+				fromCache: false
+			};
+		} catch (error) {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+
+			log.error(`Error expanding task: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'CORE_FUNCTION_ERROR',
+					message: error.message || 'Failed to expand task'
+				},
+				fromCache: false
+			};
+		}
+	} catch (error) {
+		log.error(`Error expanding task: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CORE_FUNCTION_ERROR',
+				message: error.message || 'Failed to expand task'
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/fix-dependencies.js

@@ -4,7 +4,10 @@
 
 import { fixDependenciesCommand } from '../../../../scripts/modules/dependency-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 import fs from 'fs';
 
 /**
@@ -16,50 +19,50 @@ import fs from 'fs';
  * @returns {Promise<{success: boolean, data?: Object, error?: {code: string, message: string}}>}
  */
 export async function fixDependenciesDirect(args, log) {
-  try {
-    log.info(`Fixing invalid dependencies in tasks...`);
-    
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Verify the file exists
-    if (!fs.existsSync(tasksPath)) {
-      return {
-        success: false,
-        error: {
-          code: 'FILE_NOT_FOUND',
-          message: `Tasks file not found at ${tasksPath}`
-        }
-      };
-    }
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Call the original command function
-    await fixDependenciesCommand(tasksPath);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    return {
-      success: true,
-      data: {
-        message: 'Dependencies fixed successfully',
-        tasksPath
-      }
-    };
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error fixing dependencies: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'FIX_DEPENDENCIES_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+	try {
+		log.info(`Fixing invalid dependencies in tasks...`);
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Verify the file exists
+		if (!fs.existsSync(tasksPath)) {
+			return {
+				success: false,
+				error: {
+					code: 'FILE_NOT_FOUND',
+					message: `Tasks file not found at ${tasksPath}`
+				}
+			};
+		}
+
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
+
+		// Call the original command function
+		await fixDependenciesCommand(tasksPath);
+
+		// Restore normal logging
+		disableSilentMode();
+
+		return {
+			success: true,
+			data: {
+				message: 'Dependencies fixed successfully',
+				tasksPath
+			}
+		};
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		disableSilentMode();
+
+		log.error(`Error fixing dependencies: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'FIX_DEPENDENCIES_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/generate-task-files.js

@@ -4,84 +4,91 @@
  */
 
 import { generateTaskFiles } from '../../../../scripts/modules/task-manager.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
 import path from 'path';
 
 /**
  * Direct function wrapper for generateTaskFiles with error handling.
- * 
+ *
  * @param {Object} args - Command arguments containing file and output path options.
  * @param {Object} log - Logger object.
  * @returns {Promise<Object>} - Result object with success status and data/error information.
  */
 export async function generateTaskFilesDirect(args, log) {
-  try {
-    log.info(`Generating task files with args: ${JSON.stringify(args)}`);
-    
-    // Get tasks file path
-    let tasksPath;
-    try {
-      tasksPath = findTasksJsonPath(args, log);
-    } catch (error) {
-      log.error(`Error finding tasks file: ${error.message}`);
-      return { 
-        success: false, 
-        error: { code: 'TASKS_FILE_ERROR', message: error.message },
-        fromCache: false 
-      };
-    }
-    
-    // Get output directory (defaults to the same directory as the tasks file)
-    let outputDir = args.output;
-    if (!outputDir) {
-      outputDir = path.dirname(tasksPath);
-    }
-    
-    log.info(`Generating task files from ${tasksPath} to ${outputDir}`);
-    
-    // Execute core generateTaskFiles function in a separate try/catch
-    try {
-      // Enable silent mode to prevent logs from being written to stdout
-      enableSilentMode();
-      
-      // The function is synchronous despite being awaited elsewhere
-      generateTaskFiles(tasksPath, outputDir);
-      
-      // Restore normal logging after task generation
-      disableSilentMode();
-    } catch (genError) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      
-      log.error(`Error in generateTaskFiles: ${genError.message}`);
-      return { 
-        success: false, 
-        error: { code: 'GENERATE_FILES_ERROR', message: genError.message },
-        fromCache: false 
-      };
-    }
-    
-    // Return success with file paths
-    return {
-      success: true,
-      data: {
-        message: `Successfully generated task files`,
-        tasksPath,
-        outputDir,
-        taskFiles: 'Individual task files have been generated in the output directory'
-      },
-      fromCache: false // This operation always modifies state and should never be cached
-    };
-  } catch (error) {
-    // Make sure to restore normal logging if an outer error occurs
-    disableSilentMode();
-    
-    log.error(`Error generating task files: ${error.message}`);
-    return { 
-      success: false, 
-      error: { code: 'GENERATE_TASKS_ERROR', message: error.message || 'Unknown error generating task files' },
-      fromCache: false 
-    };
-  }
-} 
+	try {
+		log.info(`Generating task files with args: ${JSON.stringify(args)}`);
+
+		// Get tasks file path
+		let tasksPath;
+		try {
+			tasksPath = findTasksJsonPath(args, log);
+		} catch (error) {
+			log.error(`Error finding tasks file: ${error.message}`);
+			return {
+				success: false,
+				error: { code: 'TASKS_FILE_ERROR', message: error.message },
+				fromCache: false
+			};
+		}
+
+		// Get output directory (defaults to the same directory as the tasks file)
+		let outputDir = args.output;
+		if (!outputDir) {
+			outputDir = path.dirname(tasksPath);
+		}
+
+		log.info(`Generating task files from ${tasksPath} to ${outputDir}`);
+
+		// Execute core generateTaskFiles function in a separate try/catch
+		try {
+			// Enable silent mode to prevent logs from being written to stdout
+			enableSilentMode();
+
+			// The function is synchronous despite being awaited elsewhere
+			generateTaskFiles(tasksPath, outputDir);
+
+			// Restore normal logging after task generation
+			disableSilentMode();
+		} catch (genError) {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+
+			log.error(`Error in generateTaskFiles: ${genError.message}`);
+			return {
+				success: false,
+				error: { code: 'GENERATE_FILES_ERROR', message: genError.message },
+				fromCache: false
+			};
+		}
+
+		// Return success with file paths
+		return {
+			success: true,
+			data: {
+				message: `Successfully generated task files`,
+				tasksPath,
+				outputDir,
+				taskFiles:
+					'Individual task files have been generated in the output directory'
+			},
+			fromCache: false // This operation always modifies state and should never be cached
+		};
+	} catch (error) {
+		// Make sure to restore normal logging if an outer error occurs
+		disableSilentMode();
+
+		log.error(`Error generating task files: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'GENERATE_TASKS_ERROR',
+				message: error.message || 'Unknown error generating task files'
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/list-tasks.js

@@ -6,7 +6,10 @@
 import { listTasks } from '../../../../scripts/modules/task-manager.js';
 import { getCachedOrExecute } from '../../tools/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 
 /**
  * Direct function wrapper for listTasks with error handling and caching.
@@ -16,68 +19,102 @@ import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules
  * @returns {Promise<Object>} - Task list result { success: boolean, data?: any, error?: { code: string, message: string }, fromCache: boolean }.
  */
 export async function listTasksDirect(args, log) {
-  let tasksPath;
-  try {
-    // Find the tasks path first - needed for cache key and execution
-    tasksPath = findTasksJsonPath(args, log);
-  } catch (error) {
-    if (error.code === 'TASKS_FILE_NOT_FOUND') {
-      log.error(`Tasks file not found: ${error.message}`);
-      // Return the error structure expected by the calling tool/handler
-      return { success: false, error: { code: error.code, message: error.message }, fromCache: false };
-    }
-    log.error(`Unexpected error finding tasks file: ${error.message}`);
-    // Re-throw for outer catch or return structured error
-     return { success: false, error: { code: 'FIND_TASKS_PATH_ERROR', message: error.message }, fromCache: false };
-  }
+	let tasksPath;
+	try {
+		// Find the tasks path first - needed for cache key and execution
+		tasksPath = findTasksJsonPath(args, log);
+	} catch (error) {
+		if (error.code === 'TASKS_FILE_NOT_FOUND') {
+			log.error(`Tasks file not found: ${error.message}`);
+			// Return the error structure expected by the calling tool/handler
+			return {
+				success: false,
+				error: { code: error.code, message: error.message },
+				fromCache: false
+			};
+		}
+		log.error(`Unexpected error finding tasks file: ${error.message}`);
+		// Re-throw for outer catch or return structured error
+		return {
+			success: false,
+			error: { code: 'FIND_TASKS_PATH_ERROR', message: error.message },
+			fromCache: false
+		};
+	}
 
-  // Generate cache key *after* finding tasksPath
-  const statusFilter = args.status || 'all';
-  const withSubtasks = args.withSubtasks || false;
-  const cacheKey = `listTasks:${tasksPath}:${statusFilter}:${withSubtasks}`;
-  
-  // Define the action function to be executed on cache miss
-  const coreListTasksAction = async () => {
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      log.info(`Executing core listTasks function for path: ${tasksPath}, filter: ${statusFilter}, subtasks: ${withSubtasks}`);
-      const resultData = listTasks(tasksPath, statusFilter, withSubtasks, 'json');
+	// Generate cache key *after* finding tasksPath
+	const statusFilter = args.status || 'all';
+	const withSubtasks = args.withSubtasks || false;
+	const cacheKey = `listTasks:${tasksPath}:${statusFilter}:${withSubtasks}`;
 
-      if (!resultData || !resultData.tasks) {
-        log.error('Invalid or empty response from listTasks core function');
-        return { success: false, error: { code: 'INVALID_CORE_RESPONSE', message: 'Invalid or empty response from listTasks core function' } };
-      }
-      log.info(`Core listTasks function retrieved ${resultData.tasks.length} tasks`);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      return { success: true, data: resultData };
+	// Define the action function to be executed on cache miss
+	const coreListTasksAction = async () => {
+		try {
+			// Enable silent mode to prevent console logs from interfering with JSON response
+			enableSilentMode();
 
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      
-      log.error(`Core listTasks function failed: ${error.message}`);
-      return { success: false, error: { code: 'LIST_TASKS_CORE_ERROR', message: error.message || 'Failed to list tasks' } };
-    }
-  };
+			log.info(
+				`Executing core listTasks function for path: ${tasksPath}, filter: ${statusFilter}, subtasks: ${withSubtasks}`
+			);
+			const resultData = listTasks(
+				tasksPath,
+				statusFilter,
+				withSubtasks,
+				'json'
+			);
 
-  // Use the caching utility
-  try {
-      const result = await getCachedOrExecute({
-          cacheKey,
-          actionFn: coreListTasksAction,
-          log
-      });
-      log.info(`listTasksDirect completed. From cache: ${result.fromCache}`);
-      return result; // Returns { success, data/error, fromCache }
-  } catch(error) {
-      // Catch unexpected errors from getCachedOrExecute itself (though unlikely)
-      log.error(`Unexpected error during getCachedOrExecute for listTasks: ${error.message}`);
-      console.error(error.stack);
-      return { success: false, error: { code: 'CACHE_UTIL_ERROR', message: error.message }, fromCache: false };
-  }
-} 
+			if (!resultData || !resultData.tasks) {
+				log.error('Invalid or empty response from listTasks core function');
+				return {
+					success: false,
+					error: {
+						code: 'INVALID_CORE_RESPONSE',
+						message: 'Invalid or empty response from listTasks core function'
+					}
+				};
+			}
+			log.info(
+				`Core listTasks function retrieved ${resultData.tasks.length} tasks`
+			);
+
+			// Restore normal logging
+			disableSilentMode();
+
+			return { success: true, data: resultData };
+		} catch (error) {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+
+			log.error(`Core listTasks function failed: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'LIST_TASKS_CORE_ERROR',
+					message: error.message || 'Failed to list tasks'
+				}
+			};
+		}
+	};
+
+	// Use the caching utility
+	try {
+		const result = await getCachedOrExecute({
+			cacheKey,
+			actionFn: coreListTasksAction,
+			log
+		});
+		log.info(`listTasksDirect completed. From cache: ${result.fromCache}`);
+		return result; // Returns { success, data/error, fromCache }
+	} catch (error) {
+		// Catch unexpected errors from getCachedOrExecute itself (though unlikely)
+		log.error(
+			`Unexpected error during getCachedOrExecute for listTasks: ${error.message}`
+		);
+		console.error(error.stack);
+		return {
+			success: false,
+			error: { code: 'CACHE_UTIL_ERROR', message: error.message },
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/next-task.js

@@ -7,7 +7,10 @@ import { findNextTask } from '../../../../scripts/modules/task-manager.js';
 import { readJSON } from '../../../../scripts/modules/utils.js';
 import { getCachedOrExecute } from '../../tools/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 
 /**
  * Direct function wrapper for finding the next task to work on with error handling and caching.
@@ -17,106 +20,113 @@ import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules
  * @returns {Promise<Object>} - Next task result { success: boolean, data?: any, error?: { code: string, message: string }, fromCache: boolean }
  */
 export async function nextTaskDirect(args, log) {
-  let tasksPath;
-  try {
-    // Find the tasks path first - needed for cache key and execution
-    tasksPath = findTasksJsonPath(args, log);
-  } catch (error) {
-    log.error(`Tasks file not found: ${error.message}`);
-    return { 
-      success: false, 
-      error: { 
-        code: 'FILE_NOT_FOUND_ERROR', 
-        message: error.message 
-      }, 
-      fromCache: false 
-    };
-  }
+	let tasksPath;
+	try {
+		// Find the tasks path first - needed for cache key and execution
+		tasksPath = findTasksJsonPath(args, log);
+	} catch (error) {
+		log.error(`Tasks file not found: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'FILE_NOT_FOUND_ERROR',
+				message: error.message
+			},
+			fromCache: false
+		};
+	}
 
-  // Generate cache key using task path
-  const cacheKey = `nextTask:${tasksPath}`;
-  
-  // Define the action function to be executed on cache miss
-  const coreNextTaskAction = async () => {
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      log.info(`Finding next task from ${tasksPath}`);
-      
-      // Read tasks data
-      const data = readJSON(tasksPath);
-      if (!data || !data.tasks) {
-        return { 
-          success: false, 
-          error: { 
-            code: 'INVALID_TASKS_FILE', 
-            message: `No valid tasks found in ${tasksPath}` 
-          } 
-        };
-      }
-      
-      // Find the next task
-      const nextTask = findNextTask(data.tasks);
-      
-      if (!nextTask) {
-        log.info('No eligible next task found. All tasks are either completed or have unsatisfied dependencies');
-        return { 
-          success: true, 
-          data: { 
-            message: 'No eligible next task found. All tasks are either completed or have unsatisfied dependencies',
-            nextTask: null,
-            allTasks: data.tasks 
-          } 
-        };
-      }
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      // Return the next task data with the full tasks array for reference
-      log.info(`Successfully found next task ${nextTask.id}: ${nextTask.title}`);
-      return { 
-        success: true, 
-        data: { 
-          nextTask, 
-          allTasks: data.tasks 
-        } 
-      };
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      
-      log.error(`Error finding next task: ${error.message}`);
-      return { 
-        success: false, 
-        error: { 
-          code: 'CORE_FUNCTION_ERROR', 
-          message: error.message || 'Failed to find next task' 
-        } 
-      };
-    }
-  };
+	// Generate cache key using task path
+	const cacheKey = `nextTask:${tasksPath}`;
 
-  // Use the caching utility
-  try {
-    const result = await getCachedOrExecute({
-      cacheKey,
-      actionFn: coreNextTaskAction,
-      log
-    });
-    log.info(`nextTaskDirect completed. From cache: ${result.fromCache}`);
-    return result; // Returns { success, data/error, fromCache }
-  } catch (error) {
-    // Catch unexpected errors from getCachedOrExecute itself
-    log.error(`Unexpected error during getCachedOrExecute for nextTask: ${error.message}`);
-    return { 
-      success: false, 
-      error: { 
-        code: 'UNEXPECTED_ERROR', 
-        message: error.message 
-      }, 
-      fromCache: false 
-    };
-  }
-} 
+	// Define the action function to be executed on cache miss
+	const coreNextTaskAction = async () => {
+		try {
+			// Enable silent mode to prevent console logs from interfering with JSON response
+			enableSilentMode();
+
+			log.info(`Finding next task from ${tasksPath}`);
+
+			// Read tasks data
+			const data = readJSON(tasksPath);
+			if (!data || !data.tasks) {
+				return {
+					success: false,
+					error: {
+						code: 'INVALID_TASKS_FILE',
+						message: `No valid tasks found in ${tasksPath}`
+					}
+				};
+			}
+
+			// Find the next task
+			const nextTask = findNextTask(data.tasks);
+
+			if (!nextTask) {
+				log.info(
+					'No eligible next task found. All tasks are either completed or have unsatisfied dependencies'
+				);
+				return {
+					success: true,
+					data: {
+						message:
+							'No eligible next task found. All tasks are either completed or have unsatisfied dependencies',
+						nextTask: null,
+						allTasks: data.tasks
+					}
+				};
+			}
+
+			// Restore normal logging
+			disableSilentMode();
+
+			// Return the next task data with the full tasks array for reference
+			log.info(
+				`Successfully found next task ${nextTask.id}: ${nextTask.title}`
+			);
+			return {
+				success: true,
+				data: {
+					nextTask,
+					allTasks: data.tasks
+				}
+			};
+		} catch (error) {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+
+			log.error(`Error finding next task: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'CORE_FUNCTION_ERROR',
+					message: error.message || 'Failed to find next task'
+				}
+			};
+		}
+	};
+
+	// Use the caching utility
+	try {
+		const result = await getCachedOrExecute({
+			cacheKey,
+			actionFn: coreNextTaskAction,
+			log
+		});
+		log.info(`nextTaskDirect completed. From cache: ${result.fromCache}`);
+		return result; // Returns { success, data/error, fromCache }
+	} catch (error) {
+		// Catch unexpected errors from getCachedOrExecute itself
+		log.error(
+			`Unexpected error during getCachedOrExecute for nextTask: ${error.message}`
+		);
+		return {
+			success: false,
+			error: {
+				code: 'UNEXPECTED_ERROR',
+				message: error.message
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/parse-prd.js

@@ -7,108 +7,172 @@ import path from 'path';
 import fs from 'fs';
 import { parsePRD } from '../../../../scripts/modules/task-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
+import {
+	getAnthropicClientForMCP,
+	getModelConfig
+} from '../utils/ai-client-utils.js';
 
 /**
  * Direct function wrapper for parsing PRD documents and generating tasks.
- * 
+ *
  * @param {Object} args - Command arguments containing input, numTasks or tasks, and output options.
  * @param {Object} log - Logger object.
+ * @param {Object} context - Context object containing session data.
  * @returns {Promise<Object>} - Result object with success status and data/error information.
  */
-export async function parsePRDDirect(args, log) {
-  try {
-    log.info(`Parsing PRD document with args: ${JSON.stringify(args)}`);
-    
-    // Check required parameters
-    if (!args.input) {
-      const errorMessage = 'No input file specified. Please provide an input PRD document path.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_INPUT_FILE', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    // Resolve input path (relative to project root if provided)
-    const projectRoot = args.projectRoot || process.cwd();
-    const inputPath = path.isAbsolute(args.input) ? args.input : path.resolve(projectRoot, args.input);
-    
-    // Determine output path
-    let outputPath;
-    if (args.output) {
-      outputPath = path.isAbsolute(args.output) ? args.output : path.resolve(projectRoot, args.output);
-    } else {
-      // Default to tasks/tasks.json in the project root
-      outputPath = path.resolve(projectRoot, 'tasks', 'tasks.json');
-    }
-    
-    // Verify input file exists
-    if (!fs.existsSync(inputPath)) {
-      const errorMessage = `Input file not found: ${inputPath}`;
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'INPUT_FILE_NOT_FOUND', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    // Parse number of tasks - handle both string and number values
-    let numTasks = 10; // Default
-    if (args.numTasks) {
-      numTasks = typeof args.numTasks === 'string' ? parseInt(args.numTasks, 10) : args.numTasks;
-      if (isNaN(numTasks)) {
-        numTasks = 10; // Fallback to default if parsing fails
-        log.warn(`Invalid numTasks value: ${args.numTasks}. Using default: 10`);
-      }
-    }
-    
-    log.info(`Preparing to parse PRD from ${inputPath} and output to ${outputPath} with ${numTasks} tasks`);
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Execute core parsePRD function (which is not async but we'll await it to maintain consistency)
-    await parsePRD(inputPath, outputPath, numTasks);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    // Since parsePRD doesn't return a value but writes to a file, we'll read the result
-    // to return it to the caller
-    if (fs.existsSync(outputPath)) {
-      const tasksData = JSON.parse(fs.readFileSync(outputPath, 'utf8'));
-      log.info(`Successfully parsed PRD and generated ${tasksData.tasks?.length || 0} tasks`);
-      
-      return {
-        success: true,
-        data: {
-          message: `Successfully generated ${tasksData.tasks?.length || 0} tasks from PRD`,
-          taskCount: tasksData.tasks?.length || 0,
-          outputPath
-        },
-        fromCache: false // This operation always modifies state and should never be cached
-      };
-    } else {
-      const errorMessage = `Tasks file was not created at ${outputPath}`;
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'OUTPUT_FILE_NOT_CREATED', message: errorMessage },
-        fromCache: false 
-      };
-    }
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error parsing PRD: ${error.message}`);
-    return { 
-      success: false, 
-      error: { code: 'PARSE_PRD_ERROR', message: error.message || 'Unknown error parsing PRD' },
-      fromCache: false 
-    };
-  }
-} 
+export async function parsePRDDirect(args, log, context = {}) {
+	const { session } = context; // Only extract session, not reportProgress
+
+	try {
+		log.info(`Parsing PRD document with args: ${JSON.stringify(args)}`);
+
+		// Initialize AI client for PRD parsing
+		let aiClient;
+		try {
+			aiClient = getAnthropicClientForMCP(session, log);
+		} catch (error) {
+			log.error(`Failed to initialize AI client: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'AI_CLIENT_ERROR',
+					message: `Cannot initialize AI client: ${error.message}`
+				},
+				fromCache: false
+			};
+		}
+
+		// Parameter validation and path resolution
+		if (!args.input) {
+			const errorMessage =
+				'No input file specified. Please provide an input PRD document path.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_INPUT_FILE', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		// Resolve input path (relative to project root if provided)
+		const projectRoot = args.projectRoot || process.cwd();
+		const inputPath = path.isAbsolute(args.input)
+			? args.input
+			: path.resolve(projectRoot, args.input);
+
+		// Determine output path
+		let outputPath;
+		if (args.output) {
+			outputPath = path.isAbsolute(args.output)
+				? args.output
+				: path.resolve(projectRoot, args.output);
+		} else {
+			// Default to tasks/tasks.json in the project root
+			outputPath = path.resolve(projectRoot, 'tasks', 'tasks.json');
+		}
+
+		// Verify input file exists
+		if (!fs.existsSync(inputPath)) {
+			const errorMessage = `Input file not found: ${inputPath}`;
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'INPUT_FILE_NOT_FOUND', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		// Parse number of tasks - handle both string and number values
+		let numTasks = 10; // Default
+		if (args.numTasks) {
+			numTasks =
+				typeof args.numTasks === 'string'
+					? parseInt(args.numTasks, 10)
+					: args.numTasks;
+			if (isNaN(numTasks)) {
+				numTasks = 10; // Fallback to default if parsing fails
+				log.warn(`Invalid numTasks value: ${args.numTasks}. Using default: 10`);
+			}
+		}
+
+		log.info(
+			`Preparing to parse PRD from ${inputPath} and output to ${outputPath} with ${numTasks} tasks`
+		);
+
+		// Create the logger wrapper for proper logging in the core function
+		const logWrapper = {
+			info: (message, ...args) => log.info(message, ...args),
+			warn: (message, ...args) => log.warn(message, ...args),
+			error: (message, ...args) => log.error(message, ...args),
+			debug: (message, ...args) => log.debug && log.debug(message, ...args),
+			success: (message, ...args) => log.info(message, ...args) // Map success to info
+		};
+
+		// Get model config from session
+		const modelConfig = getModelConfig(session);
+
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
+		try {
+			// Execute core parsePRD function with AI client
+			await parsePRD(
+				inputPath,
+				outputPath,
+				numTasks,
+				{
+					mcpLog: logWrapper,
+					session
+				},
+				aiClient,
+				modelConfig
+			);
+
+			// Since parsePRD doesn't return a value but writes to a file, we'll read the result
+			// to return it to the caller
+			if (fs.existsSync(outputPath)) {
+				const tasksData = JSON.parse(fs.readFileSync(outputPath, 'utf8'));
+				log.info(
+					`Successfully parsed PRD and generated ${tasksData.tasks?.length || 0} tasks`
+				);
+
+				return {
+					success: true,
+					data: {
+						message: `Successfully generated ${tasksData.tasks?.length || 0} tasks from PRD`,
+						taskCount: tasksData.tasks?.length || 0,
+						outputPath
+					},
+					fromCache: false // This operation always modifies state and should never be cached
+				};
+			} else {
+				const errorMessage = `Tasks file was not created at ${outputPath}`;
+				log.error(errorMessage);
+				return {
+					success: false,
+					error: { code: 'OUTPUT_FILE_NOT_CREATED', message: errorMessage },
+					fromCache: false
+				};
+			}
+		} finally {
+			// Always restore normal logging
+			disableSilentMode();
+		}
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		disableSilentMode();
+
+		log.error(`Error parsing PRD: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'PARSE_PRD_ERROR',
+				message: error.message || 'Unknown error parsing PRD'
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/remove-dependency.js

@@ -4,7 +4,10 @@
 
 import { removeDependency } from '../../../../scripts/modules/dependency-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 
 /**
  * Remove a dependency from a task
@@ -17,67 +20,75 @@ import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules
  * @returns {Promise<{success: boolean, data?: Object, error?: {code: string, message: string}}>}
  */
 export async function removeDependencyDirect(args, log) {
-  try {
-    log.info(`Removing dependency with args: ${JSON.stringify(args)}`);
-    
-    // Validate required parameters
-    if (!args.id) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: 'Task ID (id) is required'
-        }
-      };
-    }
-    
-    if (!args.dependsOn) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: 'Dependency ID (dependsOn) is required'
-        }
-      };
-    }
-    
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Format IDs for the core function
-    const taskId = args.id.includes && args.id.includes('.') ? args.id : parseInt(args.id, 10);
-    const dependencyId = args.dependsOn.includes && args.dependsOn.includes('.') ? args.dependsOn : parseInt(args.dependsOn, 10);
-    
-    log.info(`Removing dependency: task ${taskId} no longer depends on ${dependencyId}`);
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Call the core function
-    await removeDependency(tasksPath, taskId, dependencyId);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    return {
-      success: true,
-      data: {
-        message: `Successfully removed dependency: Task ${taskId} no longer depends on ${dependencyId}`,
-        taskId: taskId,
-        dependencyId: dependencyId
-      }
-    };
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error in removeDependencyDirect: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'CORE_FUNCTION_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+	try {
+		log.info(`Removing dependency with args: ${JSON.stringify(args)}`);
+
+		// Validate required parameters
+		if (!args.id) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message: 'Task ID (id) is required'
+				}
+			};
+		}
+
+		if (!args.dependsOn) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message: 'Dependency ID (dependsOn) is required'
+				}
+			};
+		}
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Format IDs for the core function
+		const taskId =
+			args.id.includes && args.id.includes('.')
+				? args.id
+				: parseInt(args.id, 10);
+		const dependencyId =
+			args.dependsOn.includes && args.dependsOn.includes('.')
+				? args.dependsOn
+				: parseInt(args.dependsOn, 10);
+
+		log.info(
+			`Removing dependency: task ${taskId} no longer depends on ${dependencyId}`
+		);
+
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
+
+		// Call the core function
+		await removeDependency(tasksPath, taskId, dependencyId);
+
+		// Restore normal logging
+		disableSilentMode();
+
+		return {
+			success: true,
+			data: {
+				message: `Successfully removed dependency: Task ${taskId} no longer depends on ${dependencyId}`,
+				taskId: taskId,
+				dependencyId: dependencyId
+			}
+		};
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		disableSilentMode();
+
+		log.error(`Error in removeDependencyDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CORE_FUNCTION_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/remove-subtask.js

@@ -4,7 +4,10 @@
 
 import { removeSubtask } from '../../../../scripts/modules/task-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 
 /**
  * Remove a subtask from its parent task
@@ -18,78 +21,86 @@ import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules
  * @returns {Promise<{success: boolean, data?: Object, error?: {code: string, message: string}}>}
  */
 export async function removeSubtaskDirect(args, log) {
-  try {
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    log.info(`Removing subtask with args: ${JSON.stringify(args)}`);
-    
-    if (!args.id) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: 'Subtask ID is required and must be in format "parentId.subtaskId"'
-        }
-      };
-    }
-    
-    // Validate subtask ID format
-    if (!args.id.includes('.')) {
-      return {
-        success: false,
-        error: {
-          code: 'INPUT_VALIDATION_ERROR',
-          message: `Invalid subtask ID format: ${args.id}. Expected format: "parentId.subtaskId"`
-        }
-      };
-    }
+	try {
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
 
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Convert convertToTask to a boolean
-    const convertToTask = args.convert === true;
-    
-    // Determine if we should generate files
-    const generateFiles = !args.skipGenerate;
-    
-    log.info(`Removing subtask ${args.id} (convertToTask: ${convertToTask}, generateFiles: ${generateFiles})`);
-    
-    const result = await removeSubtask(tasksPath, args.id, convertToTask, generateFiles);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    if (convertToTask && result) {
-      // Return info about the converted task
-      return {
-        success: true,
-        data: {
-          message: `Subtask ${args.id} successfully converted to task #${result.id}`,
-          task: result
-        }
-      };
-    } else {
-      // Return simple success message for deletion
-      return {
-        success: true,
-        data: {
-          message: `Subtask ${args.id} successfully removed`
-        }
-      };
-    }
-  } catch (error) {
-    // Ensure silent mode is disabled even if an outer error occurs
-    disableSilentMode();
-    
-    log.error(`Error in removeSubtaskDirect: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'CORE_FUNCTION_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+		log.info(`Removing subtask with args: ${JSON.stringify(args)}`);
+
+		if (!args.id) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message:
+						'Subtask ID is required and must be in format "parentId.subtaskId"'
+				}
+			};
+		}
+
+		// Validate subtask ID format
+		if (!args.id.includes('.')) {
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message: `Invalid subtask ID format: ${args.id}. Expected format: "parentId.subtaskId"`
+				}
+			};
+		}
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Convert convertToTask to a boolean
+		const convertToTask = args.convert === true;
+
+		// Determine if we should generate files
+		const generateFiles = !args.skipGenerate;
+
+		log.info(
+			`Removing subtask ${args.id} (convertToTask: ${convertToTask}, generateFiles: ${generateFiles})`
+		);
+
+		const result = await removeSubtask(
+			tasksPath,
+			args.id,
+			convertToTask,
+			generateFiles
+		);
+
+		// Restore normal logging
+		disableSilentMode();
+
+		if (convertToTask && result) {
+			// Return info about the converted task
+			return {
+				success: true,
+				data: {
+					message: `Subtask ${args.id} successfully converted to task #${result.id}`,
+					task: result
+				}
+			};
+		} else {
+			// Return simple success message for deletion
+			return {
+				success: true,
+				data: {
+					message: `Subtask ${args.id} successfully removed`
+				}
+			};
+		}
+	} catch (error) {
+		// Ensure silent mode is disabled even if an outer error occurs
+		disableSilentMode();
+
+		log.error(`Error in removeSubtaskDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'CORE_FUNCTION_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/direct-functions/remove-task.js

@@ -4,7 +4,10 @@
  */
 
 import { removeTask } from '../../../../scripts/modules/task-manager.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
 
 /**
@@ -15,90 +18,90 @@ import { findTasksJsonPath } from '../utils/path-utils.js';
  * @returns {Promise<Object>} - Remove task result { success: boolean, data?: any, error?: { code: string, message: string }, fromCache: false }
  */
 export async function removeTaskDirect(args, log) {
-  try {
-    // Find the tasks path first
-    let tasksPath;
-    try {
-      tasksPath = findTasksJsonPath(args, log);
-    } catch (error) {
-      log.error(`Tasks file not found: ${error.message}`);
-      return { 
-        success: false, 
-        error: { 
-          code: 'FILE_NOT_FOUND_ERROR', 
-          message: error.message 
-        }, 
-        fromCache: false 
-      };
-    }
-    
-    // Validate task ID parameter
-    const taskId = args.id;
-    if (!taskId) {
-      log.error('Task ID is required');
-      return { 
-        success: false, 
-        error: { 
-          code: 'INPUT_VALIDATION_ERROR', 
-          message: 'Task ID is required' 
-        }, 
-        fromCache: false 
-      };
-    }
-    
-    // Skip confirmation in the direct function since it's handled by the client
-    log.info(`Removing task with ID: ${taskId} from ${tasksPath}`);
-    
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      // Call the core removeTask function
-      const result = await removeTask(tasksPath, taskId);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      log.info(`Successfully removed task: ${taskId}`);
-      
-      // Return the result
-      return {
-        success: true,
-        data: {
-          message: result.message,
-          taskId: taskId,
-          tasksPath: tasksPath,
-          removedTask: result.removedTask
-        },
-        fromCache: false
-      };
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      
-      log.error(`Error removing task: ${error.message}`);
-      return { 
-        success: false, 
-        error: { 
-          code: error.code || 'REMOVE_TASK_ERROR', 
-          message: error.message || 'Failed to remove task' 
-        }, 
-        fromCache: false 
-      };
-    }
-  } catch (error) {
-    // Ensure silent mode is disabled even if an outer error occurs
-    disableSilentMode();
-    
-    // Catch any unexpected errors
-    log.error(`Unexpected error in removeTaskDirect: ${error.message}`);
-    return { 
-      success: false, 
-      error: { 
-        code: 'UNEXPECTED_ERROR', 
-        message: error.message 
-      }, 
-      fromCache: false 
-    };
-  }
-} 
+	try {
+		// Find the tasks path first
+		let tasksPath;
+		try {
+			tasksPath = findTasksJsonPath(args, log);
+		} catch (error) {
+			log.error(`Tasks file not found: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'FILE_NOT_FOUND_ERROR',
+					message: error.message
+				},
+				fromCache: false
+			};
+		}
+
+		// Validate task ID parameter
+		const taskId = args.id;
+		if (!taskId) {
+			log.error('Task ID is required');
+			return {
+				success: false,
+				error: {
+					code: 'INPUT_VALIDATION_ERROR',
+					message: 'Task ID is required'
+				},
+				fromCache: false
+			};
+		}
+
+		// Skip confirmation in the direct function since it's handled by the client
+		log.info(`Removing task with ID: ${taskId} from ${tasksPath}`);
+
+		try {
+			// Enable silent mode to prevent console logs from interfering with JSON response
+			enableSilentMode();
+
+			// Call the core removeTask function
+			const result = await removeTask(tasksPath, taskId);
+
+			// Restore normal logging
+			disableSilentMode();
+
+			log.info(`Successfully removed task: ${taskId}`);
+
+			// Return the result
+			return {
+				success: true,
+				data: {
+					message: result.message,
+					taskId: taskId,
+					tasksPath: tasksPath,
+					removedTask: result.removedTask
+				},
+				fromCache: false
+			};
+		} catch (error) {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+
+			log.error(`Error removing task: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: error.code || 'REMOVE_TASK_ERROR',
+					message: error.message || 'Failed to remove task'
+				},
+				fromCache: false
+			};
+		}
+	} catch (error) {
+		// Ensure silent mode is disabled even if an outer error occurs
+		disableSilentMode();
+
+		// Catch any unexpected errors
+		log.error(`Unexpected error in removeTaskDirect: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'UNEXPECTED_ERROR',
+				message: error.message
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/set-task-status.js

@@ -5,105 +5,120 @@
 
 import { setTaskStatus } from '../../../../scripts/modules/task-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode,
+	isSilentMode
+} from '../../../../scripts/modules/utils.js';
 
 /**
  * Direct function wrapper for setTaskStatus with error handling.
- * 
+ *
  * @param {Object} args - Command arguments containing id, status and file path options.
  * @param {Object} log - Logger object.
  * @returns {Promise<Object>} - Result object with success status and data/error information.
  */
 export async function setTaskStatusDirect(args, log) {
-  try {
-    log.info(`Setting task status with args: ${JSON.stringify(args)}`);
-    
-    // Check required parameters
-    if (!args.id) {
-      const errorMessage = 'No task ID specified. Please provide a task ID to update.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_TASK_ID', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    if (!args.status) {
-      const errorMessage = 'No status specified. Please provide a new status value.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_STATUS', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    // Get tasks file path
-    let tasksPath;
-    try {
-      // The enhanced findTasksJsonPath will now search in parent directories if needed
-      tasksPath = findTasksJsonPath(args, log);
-      log.info(`Found tasks file at: ${tasksPath}`);
-    } catch (error) {
-      log.error(`Error finding tasks file: ${error.message}`);
-      return { 
-        success: false, 
-        error: { 
-          code: 'TASKS_FILE_ERROR', 
-          message: `${error.message}\n\nPlease ensure you are in a Task Master project directory or use the --project-root parameter to specify the path to your project.`
-        },
-        fromCache: false 
-      };
-    }
-    
-    // Execute core setTaskStatus function
-    // We need to handle the arguments correctly - this function expects tasksPath, taskIdInput, newStatus
-    const taskId = args.id;
-    const newStatus = args.status;
-    
-    log.info(`Setting task ${taskId} status to "${newStatus}"`);
-    
-    // Call the core function
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      await setTaskStatus(tasksPath, taskId, newStatus);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      log.info(`Successfully set task ${taskId} status to ${newStatus}`);
-      
-      // Return success data
-      return {
-        success: true,
-        data: {
-          message: `Successfully updated task ${taskId} status to "${newStatus}"`,
-          taskId,
-          status: newStatus,
-          tasksPath
-        },
-        fromCache: false // This operation always modifies state and should never be cached
-      };
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      
-      log.error(`Error setting task status: ${error.message}`);
-      return { 
-        success: false, 
-        error: { code: 'SET_STATUS_ERROR', message: error.message || 'Unknown error setting task status' },
-        fromCache: false 
-      };
-    }
-  } catch (error) {
-    log.error(`Error setting task status: ${error.message}`);
-    return { 
-      success: false, 
-      error: { code: 'SET_STATUS_ERROR', message: error.message || 'Unknown error setting task status' },
-      fromCache: false 
-    };
-  }
-} 
+	try {
+		log.info(`Setting task status with args: ${JSON.stringify(args)}`);
+
+		// Check required parameters
+		if (!args.id) {
+			const errorMessage =
+				'No task ID specified. Please provide a task ID to update.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_TASK_ID', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		if (!args.status) {
+			const errorMessage =
+				'No status specified. Please provide a new status value.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_STATUS', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		// Get tasks file path
+		let tasksPath;
+		try {
+			// The enhanced findTasksJsonPath will now search in parent directories if needed
+			tasksPath = findTasksJsonPath(args, log);
+			log.info(`Found tasks file at: ${tasksPath}`);
+		} catch (error) {
+			log.error(`Error finding tasks file: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'TASKS_FILE_ERROR',
+					message: `${error.message}\n\nPlease ensure you are in a Task Master project directory or use the --project-root parameter to specify the path to your project.`
+				},
+				fromCache: false
+			};
+		}
+
+		// Execute core setTaskStatus function
+		const taskId = args.id;
+		const newStatus = args.status;
+
+		log.info(`Setting task ${taskId} status to "${newStatus}"`);
+
+		// Call the core function with proper silent mode handling
+		let result;
+		enableSilentMode(); // Enable silent mode before calling core function
+		try {
+			// Call the core function
+			await setTaskStatus(tasksPath, taskId, newStatus, { mcpLog: log });
+
+			log.info(`Successfully set task ${taskId} status to ${newStatus}`);
+
+			// Return success data
+			result = {
+				success: true,
+				data: {
+					message: `Successfully updated task ${taskId} status to "${newStatus}"`,
+					taskId,
+					status: newStatus,
+					tasksPath
+				},
+				fromCache: false // This operation always modifies state and should never be cached
+			};
+		} catch (error) {
+			log.error(`Error setting task status: ${error.message}`);
+			result = {
+				success: false,
+				error: {
+					code: 'SET_STATUS_ERROR',
+					message: error.message || 'Unknown error setting task status'
+				},
+				fromCache: false
+			};
+		} finally {
+			// ALWAYS restore normal logging in finally block
+			disableSilentMode();
+		}
+
+		return result;
+	} catch (error) {
+		// Ensure silent mode is disabled if there was an uncaught error in the outer try block
+		if (isSilentMode()) {
+			disableSilentMode();
+		}
+
+		log.error(`Error setting task status: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'SET_STATUS_ERROR',
+				message: error.message || 'Unknown error setting task status'
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/show-task.js

@@ -7,7 +7,10 @@ import { findTaskById } from '../../../../scripts/modules/utils.js';
 import { readJSON } from '../../../../scripts/modules/utils.js';
 import { getCachedOrExecute } from '../../tools/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 
 /**
  * Direct function wrapper for showing task details with error handling and caching.
@@ -17,120 +20,122 @@ import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules
  * @returns {Promise<Object>} - Task details result { success: boolean, data?: any, error?: { code: string, message: string }, fromCache: boolean }
  */
 export async function showTaskDirect(args, log) {
-  let tasksPath;
-  try {
-    // Find the tasks path first - needed for cache key and execution
-    tasksPath = findTasksJsonPath(args, log);
-  } catch (error) {
-    log.error(`Tasks file not found: ${error.message}`);
-    return { 
-      success: false, 
-      error: { 
-        code: 'FILE_NOT_FOUND_ERROR', 
-        message: error.message 
-      }, 
-      fromCache: false 
-    };
-  }
+	let tasksPath;
+	try {
+		// Find the tasks path first - needed for cache key and execution
+		tasksPath = findTasksJsonPath(args, log);
+	} catch (error) {
+		log.error(`Tasks file not found: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'FILE_NOT_FOUND_ERROR',
+				message: error.message
+			},
+			fromCache: false
+		};
+	}
 
-  // Validate task ID
-  const taskId = args.id;
-  if (!taskId) {
-    log.error('Task ID is required');
-    return { 
-      success: false, 
-      error: { 
-        code: 'INPUT_VALIDATION_ERROR', 
-        message: 'Task ID is required' 
-      }, 
-      fromCache: false 
-    };
-  }
+	// Validate task ID
+	const taskId = args.id;
+	if (!taskId) {
+		log.error('Task ID is required');
+		return {
+			success: false,
+			error: {
+				code: 'INPUT_VALIDATION_ERROR',
+				message: 'Task ID is required'
+			},
+			fromCache: false
+		};
+	}
 
-  // Generate cache key using task path and ID
-  const cacheKey = `showTask:${tasksPath}:${taskId}`;
-  
-  // Define the action function to be executed on cache miss
-  const coreShowTaskAction = async () => {
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      log.info(`Retrieving task details for ID: ${taskId} from ${tasksPath}`);
-      
-      // Read tasks data
-      const data = readJSON(tasksPath);
-      if (!data || !data.tasks) {
-        return { 
-          success: false, 
-          error: { 
-            code: 'INVALID_TASKS_FILE', 
-            message: `No valid tasks found in ${tasksPath}` 
-          } 
-        };
-      }
-      
-      // Find the specific task
-      const task = findTaskById(data.tasks, taskId);
-      
-      if (!task) {
-        return { 
-          success: false, 
-          error: { 
-            code: 'TASK_NOT_FOUND', 
-            message: `Task with ID ${taskId} not found` 
-          } 
-        };
-      }
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      // Return the task data with the full tasks array for reference
-      // (needed for formatDependenciesWithStatus function in UI)
-      log.info(`Successfully found task ${taskId}`);
-      return { 
-        success: true, 
-        data: { 
-          task, 
-          allTasks: data.tasks 
-        } 
-      };
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      
-      log.error(`Error showing task: ${error.message}`);
-      return { 
-        success: false, 
-        error: { 
-          code: 'CORE_FUNCTION_ERROR', 
-          message: error.message || 'Failed to show task details' 
-        } 
-      };
-    }
-  };
+	// Generate cache key using task path and ID
+	const cacheKey = `showTask:${tasksPath}:${taskId}`;
 
-  // Use the caching utility
-  try {
-    const result = await getCachedOrExecute({
-      cacheKey,
-      actionFn: coreShowTaskAction,
-      log
-    });
-    log.info(`showTaskDirect completed. From cache: ${result.fromCache}`);
-    return result; // Returns { success, data/error, fromCache }
-  } catch (error) {
-    // Catch unexpected errors from getCachedOrExecute itself
-    disableSilentMode();
-    log.error(`Unexpected error during getCachedOrExecute for showTask: ${error.message}`);
-    return { 
-      success: false, 
-      error: { 
-        code: 'UNEXPECTED_ERROR', 
-        message: error.message 
-      }, 
-      fromCache: false 
-    };
-  }
-} 
+	// Define the action function to be executed on cache miss
+	const coreShowTaskAction = async () => {
+		try {
+			// Enable silent mode to prevent console logs from interfering with JSON response
+			enableSilentMode();
+
+			log.info(`Retrieving task details for ID: ${taskId} from ${tasksPath}`);
+
+			// Read tasks data
+			const data = readJSON(tasksPath);
+			if (!data || !data.tasks) {
+				return {
+					success: false,
+					error: {
+						code: 'INVALID_TASKS_FILE',
+						message: `No valid tasks found in ${tasksPath}`
+					}
+				};
+			}
+
+			// Find the specific task
+			const task = findTaskById(data.tasks, taskId);
+
+			if (!task) {
+				return {
+					success: false,
+					error: {
+						code: 'TASK_NOT_FOUND',
+						message: `Task with ID ${taskId} not found`
+					}
+				};
+			}
+
+			// Restore normal logging
+			disableSilentMode();
+
+			// Return the task data with the full tasks array for reference
+			// (needed for formatDependenciesWithStatus function in UI)
+			log.info(`Successfully found task ${taskId}`);
+			return {
+				success: true,
+				data: {
+					task,
+					allTasks: data.tasks
+				}
+			};
+		} catch (error) {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+
+			log.error(`Error showing task: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'CORE_FUNCTION_ERROR',
+					message: error.message || 'Failed to show task details'
+				}
+			};
+		}
+	};
+
+	// Use the caching utility
+	try {
+		const result = await getCachedOrExecute({
+			cacheKey,
+			actionFn: coreShowTaskAction,
+			log
+		});
+		log.info(`showTaskDirect completed. From cache: ${result.fromCache}`);
+		return result; // Returns { success, data/error, fromCache }
+	} catch (error) {
+		// Catch unexpected errors from getCachedOrExecute itself
+		disableSilentMode();
+		log.error(
+			`Unexpected error during getCachedOrExecute for showTask: ${error.message}`
+		);
+		return {
+			success: false,
+			error: {
+				code: 'UNEXPECTED_ERROR',
+				message: error.message
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/update-subtask-by-id.js

@@ -4,120 +4,190 @@
  */
 
 import { updateSubtaskById } from '../../../../scripts/modules/task-manager.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
+import {
+	getAnthropicClientForMCP,
+	getPerplexityClientForMCP
+} from '../utils/ai-client-utils.js';
 
 /**
  * Direct function wrapper for updateSubtaskById with error handling.
- * 
+ *
  * @param {Object} args - Command arguments containing id, prompt, useResearch and file path options.
  * @param {Object} log - Logger object.
+ * @param {Object} context - Context object containing session data.
  * @returns {Promise<Object>} - Result object with success status and data/error information.
  */
-export async function updateSubtaskByIdDirect(args, log) {
-  try {
-    log.info(`Updating subtask with args: ${JSON.stringify(args)}`);
-    
-    // Check required parameters
-    if (!args.id) {
-      const errorMessage = 'No subtask ID specified. Please provide a subtask ID to update.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_SUBTASK_ID', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    if (!args.prompt) {
-      const errorMessage = 'No prompt specified. Please provide a prompt with information to add to the subtask.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_PROMPT', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    // Validate subtask ID format
-    const subtaskId = args.id;
-    if (typeof subtaskId !== 'string' || !subtaskId.includes('.')) {
-      const errorMessage = `Invalid subtask ID format: ${subtaskId}. Subtask ID must be in format "parentId.subtaskId" (e.g., "5.2").`;
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'INVALID_SUBTASK_ID_FORMAT', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    // Get tasks file path
-    let tasksPath;
-    try {
-      tasksPath = findTasksJsonPath(args, log);
-    } catch (error) {
-      log.error(`Error finding tasks file: ${error.message}`);
-      return { 
-        success: false, 
-        error: { code: 'TASKS_FILE_ERROR', message: error.message },
-        fromCache: false 
-      };
-    }
-    
-    // Get research flag
-    const useResearch = args.research === true;
-    
-    log.info(`Updating subtask with ID ${subtaskId} with prompt "${args.prompt}" and research: ${useResearch}`);
-    
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      // Execute core updateSubtaskById function
-      const updatedSubtask = await updateSubtaskById(tasksPath, subtaskId, args.prompt, useResearch);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      // Handle the case where the subtask couldn't be updated (e.g., already marked as done)
-      if (!updatedSubtask) {
-        return {
-          success: false,
-          error: { 
-            code: 'SUBTASK_UPDATE_FAILED', 
-            message: 'Failed to update subtask. It may be marked as completed, or another error occurred.' 
-          },
-          fromCache: false
-        };
-      }
-      
-      // Return the updated subtask information
-      return {
-        success: true,
-        data: {
-          message: `Successfully updated subtask with ID ${subtaskId}`,
-          subtaskId,
-          parentId: subtaskId.split('.')[0],
-          subtask: updatedSubtask,
-          tasksPath,
-          useResearch
-        },
-        fromCache: false // This operation always modifies state and should never be cached
-      };
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      throw error; // Rethrow to be caught by outer catch block
-    }
-  } catch (error) {
-    // Ensure silent mode is disabled
-    disableSilentMode();
-    
-    log.error(`Error updating subtask by ID: ${error.message}`);
-    return { 
-      success: false, 
-      error: { code: 'UPDATE_SUBTASK_ERROR', message: error.message || 'Unknown error updating subtask' },
-      fromCache: false 
-    };
-  }
-} 
+export async function updateSubtaskByIdDirect(args, log, context = {}) {
+	const { session } = context; // Only extract session, not reportProgress
+
+	try {
+		log.info(`Updating subtask with args: ${JSON.stringify(args)}`);
+
+		// Check required parameters
+		if (!args.id) {
+			const errorMessage =
+				'No subtask ID specified. Please provide a subtask ID to update.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_SUBTASK_ID', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		if (!args.prompt) {
+			const errorMessage =
+				'No prompt specified. Please provide a prompt with information to add to the subtask.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_PROMPT', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		// Validate subtask ID format
+		const subtaskId = args.id;
+		if (typeof subtaskId !== 'string' && typeof subtaskId !== 'number') {
+			const errorMessage = `Invalid subtask ID type: ${typeof subtaskId}. Subtask ID must be a string or number.`;
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'INVALID_SUBTASK_ID_TYPE', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		const subtaskIdStr = String(subtaskId);
+		if (!subtaskIdStr.includes('.')) {
+			const errorMessage = `Invalid subtask ID format: ${subtaskIdStr}. Subtask ID must be in format "parentId.subtaskId" (e.g., "5.2").`;
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'INVALID_SUBTASK_ID_FORMAT', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		// Get tasks file path
+		let tasksPath;
+		try {
+			tasksPath = findTasksJsonPath(args, log);
+		} catch (error) {
+			log.error(`Error finding tasks file: ${error.message}`);
+			return {
+				success: false,
+				error: { code: 'TASKS_FILE_ERROR', message: error.message },
+				fromCache: false
+			};
+		}
+
+		// Get research flag
+		const useResearch = args.research === true;
+
+		log.info(
+			`Updating subtask with ID ${subtaskIdStr} with prompt "${args.prompt}" and research: ${useResearch}`
+		);
+
+		// Initialize the appropriate AI client based on research flag
+		try {
+			if (useResearch) {
+				// Initialize Perplexity client
+				await getPerplexityClientForMCP(session);
+			} else {
+				// Initialize Anthropic client
+				await getAnthropicClientForMCP(session);
+			}
+		} catch (error) {
+			log.error(`AI client initialization error: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'AI_CLIENT_ERROR',
+					message: error.message || 'Failed to initialize AI client'
+				},
+				fromCache: false
+			};
+		}
+
+		try {
+			// Enable silent mode to prevent console logs from interfering with JSON response
+			enableSilentMode();
+
+			// Create a logger wrapper object to handle logging without breaking the mcpLog[level] calls
+			// This ensures outputFormat is set to 'json' while still supporting proper logging
+			const logWrapper = {
+				info: (message) => log.info(message),
+				warn: (message) => log.warn(message),
+				error: (message) => log.error(message),
+				debug: (message) => log.debug && log.debug(message),
+				success: (message) => log.info(message) // Map success to info if needed
+			};
+
+			// Execute core updateSubtaskById function
+			// Pass both session and logWrapper as mcpLog to ensure outputFormat is 'json'
+			const updatedSubtask = await updateSubtaskById(
+				tasksPath,
+				subtaskIdStr,
+				args.prompt,
+				useResearch,
+				{
+					session,
+					mcpLog: logWrapper
+				}
+			);
+
+			// Restore normal logging
+			disableSilentMode();
+
+			// Handle the case where the subtask couldn't be updated (e.g., already marked as done)
+			if (!updatedSubtask) {
+				return {
+					success: false,
+					error: {
+						code: 'SUBTASK_UPDATE_FAILED',
+						message:
+							'Failed to update subtask. It may be marked as completed, or another error occurred.'
+					},
+					fromCache: false
+				};
+			}
+
+			// Return the updated subtask information
+			return {
+				success: true,
+				data: {
+					message: `Successfully updated subtask with ID ${subtaskIdStr}`,
+					subtaskId: subtaskIdStr,
+					parentId: subtaskIdStr.split('.')[0],
+					subtask: updatedSubtask,
+					tasksPath,
+					useResearch
+				},
+				fromCache: false // This operation always modifies state and should never be cached
+			};
+		} catch (error) {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+			throw error; // Rethrow to be caught by outer catch block
+		}
+	} catch (error) {
+		// Ensure silent mode is disabled
+		disableSilentMode();
+
+		log.error(`Error updating subtask by ID: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'UPDATE_SUBTASK_ERROR',
+				message: error.message || 'Unknown error updating subtask'
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/update-task-by-id.js

@@ -5,111 +5,181 @@
 
 import { updateTaskById } from '../../../../scripts/modules/task-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
+import {
+	getAnthropicClientForMCP,
+	getPerplexityClientForMCP
+} from '../utils/ai-client-utils.js';
 
 /**
  * Direct function wrapper for updateTaskById with error handling.
- * 
+ *
  * @param {Object} args - Command arguments containing id, prompt, useResearch and file path options.
  * @param {Object} log - Logger object.
+ * @param {Object} context - Context object containing session data.
  * @returns {Promise<Object>} - Result object with success status and data/error information.
  */
-export async function updateTaskByIdDirect(args, log) {
-  try {
-    log.info(`Updating task with args: ${JSON.stringify(args)}`);
-    
-    // Check required parameters
-    if (!args.id) {
-      const errorMessage = 'No task ID specified. Please provide a task ID to update.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_TASK_ID', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    if (!args.prompt) {
-      const errorMessage = 'No prompt specified. Please provide a prompt with new information for the task update.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_PROMPT', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    // Parse taskId - handle both string and number values
-    let taskId;
-    if (typeof args.id === 'string') {
-      // Handle subtask IDs (e.g., "5.2")
-      if (args.id.includes('.')) {
-        taskId = args.id; // Keep as string for subtask IDs
-      } else {
-        // Parse as integer for main task IDs
-        taskId = parseInt(args.id, 10);
-        if (isNaN(taskId)) {
-          const errorMessage = `Invalid task ID: ${args.id}. Task ID must be a positive integer or subtask ID (e.g., "5.2").`;
-          log.error(errorMessage);
-          return { 
-            success: false, 
-            error: { code: 'INVALID_TASK_ID', message: errorMessage },
-            fromCache: false 
-          };
-        }
-      }
-    } else {
-      taskId = args.id;
-    }
-    
-    // Get tasks file path
-    let tasksPath;
-    try {
-      tasksPath = findTasksJsonPath(args, log);
-    } catch (error) {
-      log.error(`Error finding tasks file: ${error.message}`);
-      return { 
-        success: false, 
-        error: { code: 'TASKS_FILE_ERROR', message: error.message },
-        fromCache: false 
-      };
-    }
-    
-    // Get research flag
-    const useResearch = args.research === true;
-    
-    log.info(`Updating task with ID ${taskId} with prompt "${args.prompt}" and research: ${useResearch}`);
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Execute core updateTaskById function
-    await updateTaskById(tasksPath, taskId, args.prompt, useResearch);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    // Since updateTaskById doesn't return a value but modifies the tasks file,
-    // we'll return a success message
-    return {
-      success: true,
-      data: {
-        message: `Successfully updated task with ID ${taskId} based on the prompt`,
-        taskId,
-        tasksPath,
-        useResearch
-      },
-      fromCache: false // This operation always modifies state and should never be cached
-    };
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error updating task by ID: ${error.message}`);
-    return { 
-      success: false, 
-      error: { code: 'UPDATE_TASK_ERROR', message: error.message || 'Unknown error updating task' },
-      fromCache: false 
-    };
-  }
-} 
+export async function updateTaskByIdDirect(args, log, context = {}) {
+	const { session } = context; // Only extract session, not reportProgress
+
+	try {
+		log.info(`Updating task with args: ${JSON.stringify(args)}`);
+
+		// Check required parameters
+		if (!args.id) {
+			const errorMessage =
+				'No task ID specified. Please provide a task ID to update.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_TASK_ID', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		if (!args.prompt) {
+			const errorMessage =
+				'No prompt specified. Please provide a prompt with new information for the task update.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_PROMPT', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		// Parse taskId - handle both string and number values
+		let taskId;
+		if (typeof args.id === 'string') {
+			// Handle subtask IDs (e.g., "5.2")
+			if (args.id.includes('.')) {
+				taskId = args.id; // Keep as string for subtask IDs
+			} else {
+				// Parse as integer for main task IDs
+				taskId = parseInt(args.id, 10);
+				if (isNaN(taskId)) {
+					const errorMessage = `Invalid task ID: ${args.id}. Task ID must be a positive integer or subtask ID (e.g., "5.2").`;
+					log.error(errorMessage);
+					return {
+						success: false,
+						error: { code: 'INVALID_TASK_ID', message: errorMessage },
+						fromCache: false
+					};
+				}
+			}
+		} else {
+			taskId = args.id;
+		}
+
+		// Get tasks file path
+		let tasksPath;
+		try {
+			tasksPath = findTasksJsonPath(args, log);
+		} catch (error) {
+			log.error(`Error finding tasks file: ${error.message}`);
+			return {
+				success: false,
+				error: { code: 'TASKS_FILE_ERROR', message: error.message },
+				fromCache: false
+			};
+		}
+
+		// Get research flag
+		const useResearch = args.research === true;
+
+		// Initialize appropriate AI client based on research flag
+		let aiClient;
+		try {
+			if (useResearch) {
+				log.info('Using Perplexity AI for research-backed task update');
+				aiClient = await getPerplexityClientForMCP(session, log);
+			} else {
+				log.info('Using Claude AI for task update');
+				aiClient = getAnthropicClientForMCP(session, log);
+			}
+		} catch (error) {
+			log.error(`Failed to initialize AI client: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'AI_CLIENT_ERROR',
+					message: `Cannot initialize AI client: ${error.message}`
+				},
+				fromCache: false
+			};
+		}
+
+		log.info(
+			`Updating task with ID ${taskId} with prompt "${args.prompt}" and research: ${useResearch}`
+		);
+
+		try {
+			// Enable silent mode to prevent console logs from interfering with JSON response
+			enableSilentMode();
+
+			// Create a logger wrapper that matches what updateTaskById expects
+			const logWrapper = {
+				info: (message) => log.info(message),
+				warn: (message) => log.warn(message),
+				error: (message) => log.error(message),
+				debug: (message) => log.debug && log.debug(message),
+				success: (message) => log.info(message) // Map success to info since many loggers don't have success
+			};
+
+			// Execute core updateTaskById function with proper parameters
+			await updateTaskById(
+				tasksPath,
+				taskId,
+				args.prompt,
+				useResearch,
+				{
+					mcpLog: logWrapper, // Use our wrapper object that has the expected method structure
+					session
+				},
+				'json'
+			);
+
+			// Since updateTaskById doesn't return a value but modifies the tasks file,
+			// we'll return a success message
+			return {
+				success: true,
+				data: {
+					message: `Successfully updated task with ID ${taskId} based on the prompt`,
+					taskId,
+					tasksPath,
+					useResearch
+				},
+				fromCache: false // This operation always modifies state and should never be cached
+			};
+		} catch (error) {
+			log.error(`Error updating task by ID: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'UPDATE_TASK_ERROR',
+					message: error.message || 'Unknown error updating task'
+				},
+				fromCache: false
+			};
+		} finally {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+		}
+	} catch (error) {
+		// Ensure silent mode is disabled
+		disableSilentMode();
+
+		log.error(`Error updating task by ID: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'UPDATE_TASK_ERROR',
+				message: error.message || 'Unknown error updating task'
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/update-tasks.js

@@ -4,112 +4,177 @@
  */
 
 import { updateTasks } from '../../../../scripts/modules/task-manager.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
+import {
+	getAnthropicClientForMCP,
+	getPerplexityClientForMCP
+} from '../utils/ai-client-utils.js';
 
 /**
  * Direct function wrapper for updating tasks based on new context/prompt.
- * 
+ *
  * @param {Object} args - Command arguments containing fromId, prompt, useResearch and file path options.
  * @param {Object} log - Logger object.
+ * @param {Object} context - Context object containing session data.
  * @returns {Promise<Object>} - Result object with success status and data/error information.
  */
-export async function updateTasksDirect(args, log) {
-  try {
-    log.info(`Updating tasks with args: ${JSON.stringify(args)}`);
-    
-    // Check required parameters
-    if (!args.from) {
-      const errorMessage = 'No from ID specified. Please provide a task ID to start updating from.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_FROM_ID', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    if (!args.prompt) {
-      const errorMessage = 'No prompt specified. Please provide a prompt with new context for task updates.';
-      log.error(errorMessage);
-      return { 
-        success: false, 
-        error: { code: 'MISSING_PROMPT', message: errorMessage },
-        fromCache: false 
-      };
-    }
-    
-    // Parse fromId - handle both string and number values
-    let fromId;
-    if (typeof args.from === 'string') {
-      fromId = parseInt(args.from, 10);
-      if (isNaN(fromId)) {
-        const errorMessage = `Invalid from ID: ${args.from}. Task ID must be a positive integer.`;
-        log.error(errorMessage);
-        return { 
-          success: false, 
-          error: { code: 'INVALID_FROM_ID', message: errorMessage },
-          fromCache: false 
-        };
-      }
-    } else {
-      fromId = args.from;
-    }
-    
-    // Get tasks file path
-    let tasksPath;
-    try {
-      tasksPath = findTasksJsonPath(args, log);
-    } catch (error) {
-      log.error(`Error finding tasks file: ${error.message}`);
-      return { 
-        success: false, 
-        error: { code: 'TASKS_FILE_ERROR', message: error.message },
-        fromCache: false 
-      };
-    }
-    
-    // Get research flag
-    const useResearch = args.research === true;
-    
-    log.info(`Updating tasks from ID ${fromId} with prompt "${args.prompt}" and research: ${useResearch}`);
-    
-    try {
-      // Enable silent mode to prevent console logs from interfering with JSON response
-      enableSilentMode();
-      
-      // Execute core updateTasks function
-      await updateTasks(tasksPath, fromId, args.prompt, useResearch);
-      
-      // Restore normal logging
-      disableSilentMode();
-      
-      // Since updateTasks doesn't return a value but modifies the tasks file,
-      // we'll return a success message
-      return {
-        success: true,
-        data: {
-          message: `Successfully updated tasks from ID ${fromId} based on the prompt`,
-          fromId,
-          tasksPath,
-          useResearch
-        },
-        fromCache: false // This operation always modifies state and should never be cached
-      };
-    } catch (error) {
-      // Make sure to restore normal logging even if there's an error
-      disableSilentMode();
-      throw error; // Rethrow to be caught by outer catch block
-    }
-  } catch (error) {
-    // Ensure silent mode is disabled
-    disableSilentMode();
-    
-    log.error(`Error updating tasks: ${error.message}`);
-    return { 
-      success: false, 
-      error: { code: 'UPDATE_TASKS_ERROR', message: error.message || 'Unknown error updating tasks' },
-      fromCache: false 
-    };
-  }
-} 
+export async function updateTasksDirect(args, log, context = {}) {
+	const { session } = context; // Only extract session, not reportProgress
+
+	try {
+		log.info(`Updating tasks with args: ${JSON.stringify(args)}`);
+
+		// Check for the common mistake of using 'id' instead of 'from'
+		if (args.id !== undefined && args.from === undefined) {
+			const errorMessage =
+				"You specified 'id' parameter but 'update' requires 'from' parameter. Use 'from' for this tool or use 'update_task' tool if you want to update a single task.";
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: {
+					code: 'PARAMETER_MISMATCH',
+					message: errorMessage,
+					suggestion:
+						"Use 'from' parameter instead of 'id', or use the 'update_task' tool for single task updates"
+				},
+				fromCache: false
+			};
+		}
+
+		// Check required parameters
+		if (!args.from) {
+			const errorMessage =
+				'No from ID specified. Please provide a task ID to start updating from.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_FROM_ID', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		if (!args.prompt) {
+			const errorMessage =
+				'No prompt specified. Please provide a prompt with new context for task updates.';
+			log.error(errorMessage);
+			return {
+				success: false,
+				error: { code: 'MISSING_PROMPT', message: errorMessage },
+				fromCache: false
+			};
+		}
+
+		// Parse fromId - handle both string and number values
+		let fromId;
+		if (typeof args.from === 'string') {
+			fromId = parseInt(args.from, 10);
+			if (isNaN(fromId)) {
+				const errorMessage = `Invalid from ID: ${args.from}. Task ID must be a positive integer.`;
+				log.error(errorMessage);
+				return {
+					success: false,
+					error: { code: 'INVALID_FROM_ID', message: errorMessage },
+					fromCache: false
+				};
+			}
+		} else {
+			fromId = args.from;
+		}
+
+		// Get tasks file path
+		let tasksPath;
+		try {
+			tasksPath = findTasksJsonPath(args, log);
+		} catch (error) {
+			log.error(`Error finding tasks file: ${error.message}`);
+			return {
+				success: false,
+				error: { code: 'TASKS_FILE_ERROR', message: error.message },
+				fromCache: false
+			};
+		}
+
+		// Get research flag
+		const useResearch = args.research === true;
+
+		// Initialize appropriate AI client based on research flag
+		let aiClient;
+		try {
+			if (useResearch) {
+				log.info('Using Perplexity AI for research-backed task updates');
+				aiClient = await getPerplexityClientForMCP(session, log);
+			} else {
+				log.info('Using Claude AI for task updates');
+				aiClient = getAnthropicClientForMCP(session, log);
+			}
+		} catch (error) {
+			log.error(`Failed to initialize AI client: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'AI_CLIENT_ERROR',
+					message: `Cannot initialize AI client: ${error.message}`
+				},
+				fromCache: false
+			};
+		}
+
+		log.info(
+			`Updating tasks from ID ${fromId} with prompt "${args.prompt}" and research: ${useResearch}`
+		);
+
+		try {
+			// Enable silent mode to prevent console logs from interfering with JSON response
+			enableSilentMode();
+
+			// Execute core updateTasks function, passing the AI client and session
+			await updateTasks(tasksPath, fromId, args.prompt, useResearch, {
+				mcpLog: log,
+				session
+			});
+
+			// Since updateTasks doesn't return a value but modifies the tasks file,
+			// we'll return a success message
+			return {
+				success: true,
+				data: {
+					message: `Successfully updated tasks from ID ${fromId} based on the prompt`,
+					fromId,
+					tasksPath,
+					useResearch
+				},
+				fromCache: false // This operation always modifies state and should never be cached
+			};
+		} catch (error) {
+			log.error(`Error updating tasks: ${error.message}`);
+			return {
+				success: false,
+				error: {
+					code: 'UPDATE_TASKS_ERROR',
+					message: error.message || 'Unknown error updating tasks'
+				},
+				fromCache: false
+			};
+		} finally {
+			// Make sure to restore normal logging even if there's an error
+			disableSilentMode();
+		}
+	} catch (error) {
+		// Ensure silent mode is disabled
+		disableSilentMode();
+
+		log.error(`Error updating tasks: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'UPDATE_TASKS_ERROR',
+				message: error.message || 'Unknown error updating tasks'
+			},
+			fromCache: false
+		};
+	}
+}

mcp-server/src/core/direct-functions/validate-dependencies.js

@@ -4,7 +4,10 @@
 
 import { validateDependenciesCommand } from '../../../../scripts/modules/dependency-manager.js';
 import { findTasksJsonPath } from '../utils/path-utils.js';
-import { enableSilentMode, disableSilentMode } from '../../../../scripts/modules/utils.js';
+import {
+	enableSilentMode,
+	disableSilentMode
+} from '../../../../scripts/modules/utils.js';
 import fs from 'fs';
 
 /**
@@ -16,50 +19,50 @@ import fs from 'fs';
  * @returns {Promise<{success: boolean, data?: Object, error?: {code: string, message: string}}>}
  */
 export async function validateDependenciesDirect(args, log) {
-  try {
-    log.info(`Validating dependencies in tasks...`);
-    
-    // Find the tasks.json path
-    const tasksPath = findTasksJsonPath(args, log);
-    
-    // Verify the file exists
-    if (!fs.existsSync(tasksPath)) {
-      return {
-        success: false,
-        error: {
-          code: 'FILE_NOT_FOUND',
-          message: `Tasks file not found at ${tasksPath}`
-        }
-      };
-    }
-    
-    // Enable silent mode to prevent console logs from interfering with JSON response
-    enableSilentMode();
-    
-    // Call the original command function
-    await validateDependenciesCommand(tasksPath);
-    
-    // Restore normal logging
-    disableSilentMode();
-    
-    return {
-      success: true,
-      data: {
-        message: 'Dependencies validated successfully',
-        tasksPath
-      }
-    };
-  } catch (error) {
-    // Make sure to restore normal logging even if there's an error
-    disableSilentMode();
-    
-    log.error(`Error validating dependencies: ${error.message}`);
-    return {
-      success: false,
-      error: {
-        code: 'VALIDATION_ERROR',
-        message: error.message
-      }
-    };
-  }
-} 
+	try {
+		log.info(`Validating dependencies in tasks...`);
+
+		// Find the tasks.json path
+		const tasksPath = findTasksJsonPath(args, log);
+
+		// Verify the file exists
+		if (!fs.existsSync(tasksPath)) {
+			return {
+				success: false,
+				error: {
+					code: 'FILE_NOT_FOUND',
+					message: `Tasks file not found at ${tasksPath}`
+				}
+			};
+		}
+
+		// Enable silent mode to prevent console logs from interfering with JSON response
+		enableSilentMode();
+
+		// Call the original command function
+		await validateDependenciesCommand(tasksPath);
+
+		// Restore normal logging
+		disableSilentMode();
+
+		return {
+			success: true,
+			data: {
+				message: 'Dependencies validated successfully',
+				tasksPath
+			}
+		};
+	} catch (error) {
+		// Make sure to restore normal logging even if there's an error
+		disableSilentMode();
+
+		log.error(`Error validating dependencies: ${error.message}`);
+		return {
+			success: false,
+			error: {
+				code: 'VALIDATION_ERROR',
+				message: error.message
+			}
+		};
+	}
+}

mcp-server/src/core/task-master-core.js

@@ -32,56 +32,65 @@ import { removeTaskDirect } from './direct-functions/remove-task.js';
 // Re-export utility functions
 export { findTasksJsonPath } from './utils/path-utils.js';
 
+// Re-export AI client utilities
+export {
+	getAnthropicClientForMCP,
+	getPerplexityClientForMCP,
+	getModelConfig,
+	getBestAvailableAIModel,
+	handleClaudeError
+} from './utils/ai-client-utils.js';
+
 // Use Map for potential future enhancements like introspection or dynamic dispatch
 export const directFunctions = new Map([
-  ['listTasksDirect', listTasksDirect],
-  ['getCacheStatsDirect', getCacheStatsDirect],
-  ['parsePRDDirect', parsePRDDirect],
-  ['updateTasksDirect', updateTasksDirect],
-  ['updateTaskByIdDirect', updateTaskByIdDirect],
-  ['updateSubtaskByIdDirect', updateSubtaskByIdDirect],
-  ['generateTaskFilesDirect', generateTaskFilesDirect],
-  ['setTaskStatusDirect', setTaskStatusDirect],
-  ['showTaskDirect', showTaskDirect],
-  ['nextTaskDirect', nextTaskDirect],
-  ['expandTaskDirect', expandTaskDirect],
-  ['addTaskDirect', addTaskDirect],
-  ['addSubtaskDirect', addSubtaskDirect],
-  ['removeSubtaskDirect', removeSubtaskDirect],
-  ['analyzeTaskComplexityDirect', analyzeTaskComplexityDirect],
-  ['clearSubtasksDirect', clearSubtasksDirect],
-  ['expandAllTasksDirect', expandAllTasksDirect],
-  ['removeDependencyDirect', removeDependencyDirect],
-  ['validateDependenciesDirect', validateDependenciesDirect],
-  ['fixDependenciesDirect', fixDependenciesDirect],
-  ['complexityReportDirect', complexityReportDirect],
-  ['addDependencyDirect', addDependencyDirect],
-  ['removeTaskDirect', removeTaskDirect]
+	['listTasksDirect', listTasksDirect],
+	['getCacheStatsDirect', getCacheStatsDirect],
+	['parsePRDDirect', parsePRDDirect],
+	['updateTasksDirect', updateTasksDirect],
+	['updateTaskByIdDirect', updateTaskByIdDirect],
+	['updateSubtaskByIdDirect', updateSubtaskByIdDirect],
+	['generateTaskFilesDirect', generateTaskFilesDirect],
+	['setTaskStatusDirect', setTaskStatusDirect],
+	['showTaskDirect', showTaskDirect],
+	['nextTaskDirect', nextTaskDirect],
+	['expandTaskDirect', expandTaskDirect],
+	['addTaskDirect', addTaskDirect],
+	['addSubtaskDirect', addSubtaskDirect],
+	['removeSubtaskDirect', removeSubtaskDirect],
+	['analyzeTaskComplexityDirect', analyzeTaskComplexityDirect],
+	['clearSubtasksDirect', clearSubtasksDirect],
+	['expandAllTasksDirect', expandAllTasksDirect],
+	['removeDependencyDirect', removeDependencyDirect],
+	['validateDependenciesDirect', validateDependenciesDirect],
+	['fixDependenciesDirect', fixDependenciesDirect],
+	['complexityReportDirect', complexityReportDirect],
+	['addDependencyDirect', addDependencyDirect],
+	['removeTaskDirect', removeTaskDirect]
 ]);
 
 // Re-export all direct function implementations
 export {
-  listTasksDirect,
-  getCacheStatsDirect,
-  parsePRDDirect,
-  updateTasksDirect,
-  updateTaskByIdDirect,
-  updateSubtaskByIdDirect,
-  generateTaskFilesDirect,
-  setTaskStatusDirect,
-  showTaskDirect,
-  nextTaskDirect,
-  expandTaskDirect,
-  addTaskDirect,
-  addSubtaskDirect,
-  removeSubtaskDirect,
-  analyzeTaskComplexityDirect,
-  clearSubtasksDirect,
-  expandAllTasksDirect,
-  removeDependencyDirect,
-  validateDependenciesDirect,
-  fixDependenciesDirect,
-  complexityReportDirect,
-  addDependencyDirect,
-  removeTaskDirect
-}; 
+	listTasksDirect,
+	getCacheStatsDirect,
+	parsePRDDirect,
+	updateTasksDirect,
+	updateTaskByIdDirect,
+	updateSubtaskByIdDirect,
+	generateTaskFilesDirect,
+	setTaskStatusDirect,
+	showTaskDirect,
+	nextTaskDirect,
+	expandTaskDirect,
+	addTaskDirect,
+	addSubtaskDirect,
+	removeSubtaskDirect,
+	analyzeTaskComplexityDirect,
+	clearSubtasksDirect,
+	expandAllTasksDirect,
+	removeDependencyDirect,
+	validateDependenciesDirect,
+	fixDependenciesDirect,
+	complexityReportDirect,
+	addDependencyDirect,
+	removeTaskDirect
+};

mcp-server/src/core/utils/ai-client-utils.js

@@ -11,9 +11,9 @@ dotenv.config();
 
 // Default model configuration from CLI environment
 const DEFAULT_MODEL_CONFIG = {
-  model: 'claude-3-7-sonnet-20250219',
-  maxTokens: 64000,
-  temperature: 0.2
+	model: 'claude-3-7-sonnet-20250219',
+	maxTokens: 64000,
+	temperature: 0.2
 };
 
 /**
@@ -24,25 +24,28 @@ const DEFAULT_MODEL_CONFIG = {
  * @throws {Error} If API key is missing
  */
 export function getAnthropicClientForMCP(session, log = console) {
-  try {
-    // Extract API key from session.env or fall back to environment variables
-    const apiKey = session?.env?.ANTHROPIC_API_KEY || process.env.ANTHROPIC_API_KEY;
-    
-    if (!apiKey) {
-      throw new Error('ANTHROPIC_API_KEY not found in session environment or process.env');
-    }
-    
-    // Initialize and return a new Anthropic client
-    return new Anthropic({ 
-      apiKey,
-      defaultHeaders: {
-        'anthropic-beta': 'output-128k-2025-02-19'  // Include header for increased token limit
-      }
-    });
-  } catch (error) {
-    log.error(`Failed to initialize Anthropic client: ${error.message}`);
-    throw error;
-  }
+	try {
+		// Extract API key from session.env or fall back to environment variables
+		const apiKey =
+			session?.env?.ANTHROPIC_API_KEY || process.env.ANTHROPIC_API_KEY;
+
+		if (!apiKey) {
+			throw new Error(
+				'ANTHROPIC_API_KEY not found in session environment or process.env'
+			);
+		}
+
+		// Initialize and return a new Anthropic client
+		return new Anthropic({
+			apiKey,
+			defaultHeaders: {
+				'anthropic-beta': 'output-128k-2025-02-19' // Include header for increased token limit
+			}
+		});
+	} catch (error) {
+		log.error(`Failed to initialize Anthropic client: ${error.message}`);
+		throw error;
+	}
 }
 
 /**
@@ -53,26 +56,29 @@ export function getAnthropicClientForMCP(session, log = console) {
  * @throws {Error} If API key is missing or OpenAI package can't be imported
  */
 export async function getPerplexityClientForMCP(session, log = console) {
-  try {
-    // Extract API key from session.env or fall back to environment variables
-    const apiKey = session?.env?.PERPLEXITY_API_KEY || process.env.PERPLEXITY_API_KEY;
-    
-    if (!apiKey) {
-      throw new Error('PERPLEXITY_API_KEY not found in session environment or process.env');
-    }
-    
-    // Dynamically import OpenAI (it may not be used in all contexts)
-    const { default: OpenAI } = await import('openai');
-    
-    // Initialize and return a new OpenAI client configured for Perplexity
-    return new OpenAI({
-      apiKey, 
-      baseURL: 'https://api.perplexity.ai'
-    });
-  } catch (error) {
-    log.error(`Failed to initialize Perplexity client: ${error.message}`);
-    throw error;
-  }
+	try {
+		// Extract API key from session.env or fall back to environment variables
+		const apiKey =
+			session?.env?.PERPLEXITY_API_KEY || process.env.PERPLEXITY_API_KEY;
+
+		if (!apiKey) {
+			throw new Error(
+				'PERPLEXITY_API_KEY not found in session environment or process.env'
+			);
+		}
+
+		// Dynamically import OpenAI (it may not be used in all contexts)
+		const { default: OpenAI } = await import('openai');
+
+		// Initialize and return a new OpenAI client configured for Perplexity
+		return new OpenAI({
+			apiKey,
+			baseURL: 'https://api.perplexity.ai'
+		});
+	} catch (error) {
+		log.error(`Failed to initialize Perplexity client: ${error.message}`);
+		throw error;
+	}
 }
 
 /**
@@ -82,12 +88,12 @@ export async function getPerplexityClientForMCP(session, log = console) {
  * @returns {Object} Model configuration with model, maxTokens, and temperature
  */
 export function getModelConfig(session, defaults = DEFAULT_MODEL_CONFIG) {
-  // Get values from session or fall back to defaults
-  return {
-    model: session?.env?.MODEL || defaults.model,
-    maxTokens: parseInt(session?.env?.MAX_TOKENS || defaults.maxTokens),
-    temperature: parseFloat(session?.env?.TEMPERATURE || defaults.temperature)
-  };
+	// Get values from session or fall back to defaults
+	return {
+		model: session?.env?.MODEL || defaults.model,
+		maxTokens: parseInt(session?.env?.MAX_TOKENS || defaults.maxTokens),
+		temperature: parseFloat(session?.env?.TEMPERATURE || defaults.temperature)
+	};
 }
 
 /**
@@ -100,59 +106,78 @@ export function getModelConfig(session, defaults = DEFAULT_MODEL_CONFIG) {
  * @returns {Promise<Object>} Selected model info with type and client
  * @throws {Error} If no AI models are available
  */
-export async function getBestAvailableAIModel(session, options = {}, log = console) {
-  const { requiresResearch = false, claudeOverloaded = false } = options;
-  
-  // Test case: When research is needed but no Perplexity, use Claude
-  if (requiresResearch && 
-      !(session?.env?.PERPLEXITY_API_KEY || process.env.PERPLEXITY_API_KEY) && 
-      (session?.env?.ANTHROPIC_API_KEY || process.env.ANTHROPIC_API_KEY)) {
-    try {
-      log.warn('Perplexity not available for research, using Claude');
-      const client = getAnthropicClientForMCP(session, log);
-      return { type: 'claude', client };
-    } catch (error) {
-      log.error(`Claude not available: ${error.message}`);
-      throw new Error('No AI models available for research');
-    }
-  }
-  
-  // Regular path: Perplexity for research when available
-  if (requiresResearch && (session?.env?.PERPLEXITY_API_KEY || process.env.PERPLEXITY_API_KEY)) {
-    try {
-      const client = await getPerplexityClientForMCP(session, log);
-      return { type: 'perplexity', client };
-    } catch (error) {
-      log.warn(`Perplexity not available: ${error.message}`);
-      // Fall through to Claude as backup
-    }
-  }
-  
-  // Test case: Claude for overloaded scenario
-  if (claudeOverloaded && (session?.env?.ANTHROPIC_API_KEY || process.env.ANTHROPIC_API_KEY)) {
-    try {
-      log.warn('Claude is overloaded but no alternatives are available. Proceeding with Claude anyway.');
-      const client = getAnthropicClientForMCP(session, log);
-      return { type: 'claude', client };
-    } catch (error) {
-      log.error(`Claude not available despite being overloaded: ${error.message}`);
-      throw new Error('No AI models available');
-    }
-  }
-  
-  // Default case: Use Claude when available and not overloaded
-  if (!claudeOverloaded && (session?.env?.ANTHROPIC_API_KEY || process.env.ANTHROPIC_API_KEY)) {
-    try {
-      const client = getAnthropicClientForMCP(session, log);
-      return { type: 'claude', client };
-    } catch (error) {
-      log.warn(`Claude not available: ${error.message}`);
-      // Fall through to error if no other options
-    }
-  }
-  
-  // If we got here, no models were successfully initialized
-  throw new Error('No AI models available. Please check your API keys.');
+export async function getBestAvailableAIModel(
+	session,
+	options = {},
+	log = console
+) {
+	const { requiresResearch = false, claudeOverloaded = false } = options;
+
+	// Test case: When research is needed but no Perplexity, use Claude
+	if (
+		requiresResearch &&
+		!(session?.env?.PERPLEXITY_API_KEY || process.env.PERPLEXITY_API_KEY) &&
+		(session?.env?.ANTHROPIC_API_KEY || process.env.ANTHROPIC_API_KEY)
+	) {
+		try {
+			log.warn('Perplexity not available for research, using Claude');
+			const client = getAnthropicClientForMCP(session, log);
+			return { type: 'claude', client };
+		} catch (error) {
+			log.error(`Claude not available: ${error.message}`);
+			throw new Error('No AI models available for research');
+		}
+	}
+
+	// Regular path: Perplexity for research when available
+	if (
+		requiresResearch &&
+		(session?.env?.PERPLEXITY_API_KEY || process.env.PERPLEXITY_API_KEY)
+	) {
+		try {
+			const client = await getPerplexityClientForMCP(session, log);
+			return { type: 'perplexity', client };
+		} catch (error) {
+			log.warn(`Perplexity not available: ${error.message}`);
+			// Fall through to Claude as backup
+		}
+	}
+
+	// Test case: Claude for overloaded scenario
+	if (
+		claudeOverloaded &&
+		(session?.env?.ANTHROPIC_API_KEY || process.env.ANTHROPIC_API_KEY)
+	) {
+		try {
+			log.warn(
+				'Claude is overloaded but no alternatives are available. Proceeding with Claude anyway.'
+			);
+			const client = getAnthropicClientForMCP(session, log);
+			return { type: 'claude', client };
+		} catch (error) {
+			log.error(
+				`Claude not available despite being overloaded: ${error.message}`
+			);
+			throw new Error('No AI models available');
+		}
+	}
+
+	// Default case: Use Claude when available and not overloaded
+	if (
+		!claudeOverloaded &&
+		(session?.env?.ANTHROPIC_API_KEY || process.env.ANTHROPIC_API_KEY)
+	) {
+		try {
+			const client = getAnthropicClientForMCP(session, log);
+			return { type: 'claude', client };
+		} catch (error) {
+			log.warn(`Claude not available: ${error.message}`);
+			// Fall through to error if no other options
+		}
+	}
+
+	// If we got here, no models were successfully initialized
+	throw new Error('No AI models available. Please check your API keys.');
 }
 
 /**
@@ -161,28 +186,28 @@ export async function getBestAvailableAIModel(session, options = {}, log = conso
  * @returns {string} User-friendly error message
  */
 export function handleClaudeError(error) {
-  // Check if it's a structured error response
-  if (error.type === 'error' && error.error) {
-    switch (error.error.type) {
-      case 'overloaded_error':
-        return 'Claude is currently experiencing high demand and is overloaded. Please wait a few minutes and try again.';
-      case 'rate_limit_error':
-        return 'You have exceeded the rate limit. Please wait a few minutes before making more requests.';
-      case 'invalid_request_error':
-        return 'There was an issue with the request format. If this persists, please report it as a bug.';
-      default:
-        return `Claude API error: ${error.error.message}`;
-    }
-  }
-  
-  // Check for network/timeout errors
-  if (error.message?.toLowerCase().includes('timeout')) {
-    return 'The request to Claude timed out. Please try again.';
-  }
-  if (error.message?.toLowerCase().includes('network')) {
-    return 'There was a network error connecting to Claude. Please check your internet connection and try again.';
-  }
-  
-  // Default error message
-  return `Error communicating with Claude: ${error.message}`;
-} 
+	// Check if it's a structured error response
+	if (error.type === 'error' && error.error) {
+		switch (error.error.type) {
+			case 'overloaded_error':
+				return 'Claude is currently experiencing high demand and is overloaded. Please wait a few minutes and try again.';
+			case 'rate_limit_error':
+				return 'You have exceeded the rate limit. Please wait a few minutes before making more requests.';
+			case 'invalid_request_error':
+				return 'There was an issue with the request format. If this persists, please report it as a bug.';
+			default:
+				return `Claude API error: ${error.error.message}`;
+		}
+	}
+
+	// Check for network/timeout errors
+	if (error.message?.toLowerCase().includes('timeout')) {
+		return 'The request to Claude timed out. Please try again.';
+	}
+	if (error.message?.toLowerCase().includes('network')) {
+		return 'There was a network error connecting to Claude. Please check your internet connection and try again.';
+	}
+
+	// Default error message
+	return `Error communicating with Claude: ${error.message}`;
+}

mcp-server/src/core/utils/async-manager.js

@@ -1,213 +1,247 @@
 import { v4 as uuidv4 } from 'uuid';
 
 class AsyncOperationManager {
-    constructor() {
-        this.operations = new Map(); // Stores active operation state
-        this.completedOperations = new Map(); // Stores completed operations
-        this.maxCompletedOperations = 100; // Maximum number of completed operations to store
-        this.listeners = new Map(); // For potential future notifications
-    }
+	constructor() {
+		this.operations = new Map(); // Stores active operation state
+		this.completedOperations = new Map(); // Stores completed operations
+		this.maxCompletedOperations = 100; // Maximum number of completed operations to store
+		this.listeners = new Map(); // For potential future notifications
+	}
 
-    /**
-     * Adds an operation to be executed asynchronously.
-     * @param {Function} operationFn - The async function to execute (e.g., a Direct function).
-     * @param {Object} args - Arguments to pass to the operationFn.
-     * @param {Object} context - The MCP tool context { log, reportProgress, session }.
-     * @returns {string} The unique ID assigned to this operation.
-     */
-    addOperation(operationFn, args, context) {
-        const operationId = `op-${uuidv4()}`;
-        const operation = {
-            id: operationId,
-            status: 'pending',
-            startTime: Date.now(),
-            endTime: null,
-            result: null,
-            error: null,
-            // Store necessary parts of context, especially log for background execution
-            log: context.log, 
-            reportProgress: context.reportProgress, // Pass reportProgress through
-            session: context.session // Pass session through if needed by the operationFn
-        };
-        this.operations.set(operationId, operation);
-        this.log(operationId, 'info', `Operation added.`);
+	/**
+	 * Adds an operation to be executed asynchronously.
+	 * @param {Function} operationFn - The async function to execute (e.g., a Direct function).
+	 * @param {Object} args - Arguments to pass to the operationFn.
+	 * @param {Object} context - The MCP tool context { log, reportProgress, session }.
+	 * @returns {string} The unique ID assigned to this operation.
+	 */
+	addOperation(operationFn, args, context) {
+		const operationId = `op-${uuidv4()}`;
+		const operation = {
+			id: operationId,
+			status: 'pending',
+			startTime: Date.now(),
+			endTime: null,
+			result: null,
+			error: null,
+			// Store necessary parts of context, especially log for background execution
+			log: context.log,
+			reportProgress: context.reportProgress, // Pass reportProgress through
+			session: context.session // Pass session through if needed by the operationFn
+		};
+		this.operations.set(operationId, operation);
+		this.log(operationId, 'info', `Operation added.`);
 
-        // Start execution in the background (don't await here)
-        this._runOperation(operationId, operationFn, args, context).catch(err => {
-            // Catch unexpected errors during the async execution setup itself
-             this.log(operationId, 'error', `Critical error starting operation: ${err.message}`, { stack: err.stack });
-             operation.status = 'failed';
-             operation.error = { code: 'MANAGER_EXECUTION_ERROR', message: err.message };
-             operation.endTime = Date.now();
-             
-             // Move to completed operations
-             this._moveToCompleted(operationId);
-        });
+		// Start execution in the background (don't await here)
+		this._runOperation(operationId, operationFn, args, context).catch((err) => {
+			// Catch unexpected errors during the async execution setup itself
+			this.log(
+				operationId,
+				'error',
+				`Critical error starting operation: ${err.message}`,
+				{ stack: err.stack }
+			);
+			operation.status = 'failed';
+			operation.error = {
+				code: 'MANAGER_EXECUTION_ERROR',
+				message: err.message
+			};
+			operation.endTime = Date.now();
 
-        return operationId;
-    }
+			// Move to completed operations
+			this._moveToCompleted(operationId);
+		});
 
-    /**
-     * Internal function to execute the operation.
-     * @param {string} operationId - The ID of the operation.
-     * @param {Function} operationFn - The async function to execute.
-     * @param {Object} args - Arguments for the function.
-     * @param {Object} context - The original MCP tool context.
-     */
-    async _runOperation(operationId, operationFn, args, context) {
-        const operation = this.operations.get(operationId);
-        if (!operation) return; // Should not happen
+		return operationId;
+	}
 
-        operation.status = 'running';
-        this.log(operationId, 'info', `Operation running.`);
-        this.emit('statusChanged', { operationId, status: 'running' });
+	/**
+	 * Internal function to execute the operation.
+	 * @param {string} operationId - The ID of the operation.
+	 * @param {Function} operationFn - The async function to execute.
+	 * @param {Object} args - Arguments for the function.
+	 * @param {Object} context - The original MCP tool context.
+	 */
+	async _runOperation(operationId, operationFn, args, context) {
+		const operation = this.operations.get(operationId);
+		if (!operation) return; // Should not happen
 
-        try {
-            // Pass the necessary context parts to the direct function
-            // The direct function needs to be adapted if it needs reportProgress
-            // We pass the original context's log, plus our wrapped reportProgress
-            const result = await operationFn(args, operation.log, { 
-                reportProgress: (progress) => this._handleProgress(operationId, progress), 
-                mcpLog: operation.log, // Pass log as mcpLog if direct fn expects it
-                session: operation.session 
-            });
-            
-            operation.status = result.success ? 'completed' : 'failed';
-            operation.result = result.success ? result.data : null;
-            operation.error = result.success ? null : result.error;
-            this.log(operationId, 'info', `Operation finished with status: ${operation.status}`);
+		operation.status = 'running';
+		this.log(operationId, 'info', `Operation running.`);
+		this.emit('statusChanged', { operationId, status: 'running' });
 
-        } catch (error) {
-            this.log(operationId, 'error', `Operation failed with error: ${error.message}`, { stack: error.stack });
-            operation.status = 'failed';
-            operation.error = { code: 'OPERATION_EXECUTION_ERROR', message: error.message };
-        } finally {
-            operation.endTime = Date.now();
-            this.emit('statusChanged', { operationId, status: operation.status, result: operation.result, error: operation.error });
-            
-            // Move to completed operations if done or failed
-            if (operation.status === 'completed' || operation.status === 'failed') {
-                this._moveToCompleted(operationId);
-            }
-        }
-    }
-    
-    /**
-     * Move an operation from active operations to completed operations history.
-     * @param {string} operationId - The ID of the operation to move.
-     * @private
-     */
-    _moveToCompleted(operationId) {
-        const operation = this.operations.get(operationId);
-        if (!operation) return;
-        
-        // Store only the necessary data in completed operations
-        const completedData = {
-            id: operation.id,
-            status: operation.status,
-            startTime: operation.startTime,
-            endTime: operation.endTime,
-            result: operation.result,
-            error: operation.error,
-        };
-        
-        this.completedOperations.set(operationId, completedData);
-        this.operations.delete(operationId);
-        
-        // Trim completed operations if exceeding maximum
-        if (this.completedOperations.size > this.maxCompletedOperations) {
-            // Get the oldest operation (sorted by endTime)
-            const oldest = [...this.completedOperations.entries()]
-                .sort((a, b) => a[1].endTime - b[1].endTime)[0];
-            
-            if (oldest) {
-                this.completedOperations.delete(oldest[0]);
-            }
-        }
-    }
-    
-    /**
-     * Handles progress updates from the running operation and forwards them.
-     * @param {string} operationId - The ID of the operation reporting progress.
-     * @param {Object} progress - The progress object { progress, total? }.
-     */
-    _handleProgress(operationId, progress) {
-        const operation = this.operations.get(operationId);
-        if (operation && operation.reportProgress) {
-            try {
-                 // Use the reportProgress function captured from the original context
-                operation.reportProgress(progress); 
-                this.log(operationId, 'debug', `Reported progress: ${JSON.stringify(progress)}`);
-            } catch(err) {
-                this.log(operationId, 'warn', `Failed to report progress: ${err.message}`);
-                // Don't stop the operation, just log the reporting failure
-            }
-        }
-     }
+		try {
+			// Pass the necessary context parts to the direct function
+			// The direct function needs to be adapted if it needs reportProgress
+			// We pass the original context's log, plus our wrapped reportProgress
+			const result = await operationFn(args, operation.log, {
+				reportProgress: (progress) =>
+					this._handleProgress(operationId, progress),
+				mcpLog: operation.log, // Pass log as mcpLog if direct fn expects it
+				session: operation.session
+			});
 
-    /**
-     * Retrieves the status and result/error of an operation.
-     * @param {string} operationId - The ID of the operation.
-     * @returns {Object | null} The operation details or null if not found.
-     */
-    getStatus(operationId) {
-        // First check active operations
-        const operation = this.operations.get(operationId);
-        if (operation) {
-            return {
-                id: operation.id,
-                status: operation.status,
-                startTime: operation.startTime,
-                endTime: operation.endTime,
-                result: operation.result,
-                error: operation.error,
-            };
-        }
-        
-        // Then check completed operations
-        const completedOperation = this.completedOperations.get(operationId);
-        if (completedOperation) {
-            return completedOperation;
-        }
-        
-        // Operation not found in either active or completed
-        return {
-            error: {
-                code: 'OPERATION_NOT_FOUND',
-                message: `Operation ID ${operationId} not found. It may have been completed and removed from history, or the ID may be invalid.`
-            },
-            status: 'not_found'
-        };
-    }
-    
-     /**
-     * Internal logging helper to prefix logs with the operation ID.
-     * @param {string} operationId - The ID of the operation.
-     * @param {'info'|'warn'|'error'|'debug'} level - Log level.
-     * @param {string} message - Log message.
-     * @param {Object} [meta] - Additional metadata.
-     */
-    log(operationId, level, message, meta = {}) {
-         const operation = this.operations.get(operationId);
-         // Use the logger instance associated with the operation if available, otherwise console
-         const logger = operation?.log || console;
-         const logFn = logger[level] || logger.log || console.log; // Fallback
-         logFn(`[AsyncOp ${operationId}] ${message}`, meta);
-     }
+			operation.status = result.success ? 'completed' : 'failed';
+			operation.result = result.success ? result.data : null;
+			operation.error = result.success ? null : result.error;
+			this.log(
+				operationId,
+				'info',
+				`Operation finished with status: ${operation.status}`
+			);
+		} catch (error) {
+			this.log(
+				operationId,
+				'error',
+				`Operation failed with error: ${error.message}`,
+				{ stack: error.stack }
+			);
+			operation.status = 'failed';
+			operation.error = {
+				code: 'OPERATION_EXECUTION_ERROR',
+				message: error.message
+			};
+		} finally {
+			operation.endTime = Date.now();
+			this.emit('statusChanged', {
+				operationId,
+				status: operation.status,
+				result: operation.result,
+				error: operation.error
+			});
 
-    // --- Basic Event Emitter ---
-    on(eventName, listener) {
-        if (!this.listeners.has(eventName)) {
-            this.listeners.set(eventName, []);
-        }
-        this.listeners.get(eventName).push(listener);
-    }
+			// Move to completed operations if done or failed
+			if (operation.status === 'completed' || operation.status === 'failed') {
+				this._moveToCompleted(operationId);
+			}
+		}
+	}
 
-    emit(eventName, data) {
-        if (this.listeners.has(eventName)) {
-            this.listeners.get(eventName).forEach(listener => listener(data));
-        }
-    }
+	/**
+	 * Move an operation from active operations to completed operations history.
+	 * @param {string} operationId - The ID of the operation to move.
+	 * @private
+	 */
+	_moveToCompleted(operationId) {
+		const operation = this.operations.get(operationId);
+		if (!operation) return;
+
+		// Store only the necessary data in completed operations
+		const completedData = {
+			id: operation.id,
+			status: operation.status,
+			startTime: operation.startTime,
+			endTime: operation.endTime,
+			result: operation.result,
+			error: operation.error
+		};
+
+		this.completedOperations.set(operationId, completedData);
+		this.operations.delete(operationId);
+
+		// Trim completed operations if exceeding maximum
+		if (this.completedOperations.size > this.maxCompletedOperations) {
+			// Get the oldest operation (sorted by endTime)
+			const oldest = [...this.completedOperations.entries()].sort(
+				(a, b) => a[1].endTime - b[1].endTime
+			)[0];
+
+			if (oldest) {
+				this.completedOperations.delete(oldest[0]);
+			}
+		}
+	}
+
+	/**
+	 * Handles progress updates from the running operation and forwards them.
+	 * @param {string} operationId - The ID of the operation reporting progress.
+	 * @param {Object} progress - The progress object { progress, total? }.
+	 */
+	_handleProgress(operationId, progress) {
+		const operation = this.operations.get(operationId);
+		if (operation && operation.reportProgress) {
+			try {
+				// Use the reportProgress function captured from the original context
+				operation.reportProgress(progress);
+				this.log(
+					operationId,
+					'debug',
+					`Reported progress: ${JSON.stringify(progress)}`
+				);
+			} catch (err) {
+				this.log(
+					operationId,
+					'warn',
+					`Failed to report progress: ${err.message}`
+				);
+				// Don't stop the operation, just log the reporting failure
+			}
+		}
+	}
+
+	/**
+	 * Retrieves the status and result/error of an operation.
+	 * @param {string} operationId - The ID of the operation.
+	 * @returns {Object | null} The operation details or null if not found.
+	 */
+	getStatus(operationId) {
+		// First check active operations
+		const operation = this.operations.get(operationId);
+		if (operation) {
+			return {
+				id: operation.id,
+				status: operation.status,
+				startTime: operation.startTime,
+				endTime: operation.endTime,
+				result: operation.result,
+				error: operation.error
+			};
+		}
+
+		// Then check completed operations
+		const completedOperation = this.completedOperations.get(operationId);
+		if (completedOperation) {
+			return completedOperation;
+		}
+
+		// Operation not found in either active or completed
+		return {
+			error: {
+				code: 'OPERATION_NOT_FOUND',
+				message: `Operation ID ${operationId} not found. It may have been completed and removed from history, or the ID may be invalid.`
+			},
+			status: 'not_found'
+		};
+	}
+
+	/**
+	 * Internal logging helper to prefix logs with the operation ID.
+	 * @param {string} operationId - The ID of the operation.
+	 * @param {'info'|'warn'|'error'|'debug'} level - Log level.
+	 * @param {string} message - Log message.
+	 * @param {Object} [meta] - Additional metadata.
+	 */
+	log(operationId, level, message, meta = {}) {
+		const operation = this.operations.get(operationId);
+		// Use the logger instance associated with the operation if available, otherwise console
+		const logger = operation?.log || console;
+		const logFn = logger[level] || logger.log || console.log; // Fallback
+		logFn(`[AsyncOp ${operationId}] ${message}`, meta);
+	}
+
+	// --- Basic Event Emitter ---
+	on(eventName, listener) {
+		if (!this.listeners.has(eventName)) {
+			this.listeners.set(eventName, []);
+		}
+		this.listeners.get(eventName).push(listener);
+	}
+
+	emit(eventName, data) {
+		if (this.listeners.has(eventName)) {
+			this.listeners.get(eventName).forEach((listener) => listener(data));
+		}
+	}
 }
 
 // Export a singleton instance

mcp-server/src/core/utils/env-utils.js

@@ -6,38 +6,42 @@
  * @returns {Promise<any>} The result of the actionFn.
  */
 export async function withSessionEnv(sessionEnv, actionFn) {
-    if (!sessionEnv || typeof sessionEnv !== 'object' || Object.keys(sessionEnv).length === 0) {
-      // If no sessionEnv is provided, just run the action directly
-      return await actionFn();
-    }
-  
-    const originalEnv = {};
-    const keysToRestore = [];
-  
-    // Set environment variables from sessionEnv
-    for (const key in sessionEnv) {
-      if (Object.prototype.hasOwnProperty.call(sessionEnv, key)) {
-        // Store original value if it exists, otherwise mark for deletion
-        if (process.env[key] !== undefined) {
-          originalEnv[key] = process.env[key];
-        }
-        keysToRestore.push(key);
-        process.env[key] = sessionEnv[key];
-      }
-    }
-  
-    try {
-      // Execute the provided action function
-      return await actionFn();
-    } finally {
-      // Restore original environment variables
-      for (const key of keysToRestore) {
-        if (Object.prototype.hasOwnProperty.call(originalEnv, key)) {
-          process.env[key] = originalEnv[key];
-        } else {
-          // If the key didn't exist originally, delete it
-          delete process.env[key];
-        }
-      }
-    }
-  } 
+	if (
+		!sessionEnv ||
+		typeof sessionEnv !== 'object' ||
+		Object.keys(sessionEnv).length === 0
+	) {
+		// If no sessionEnv is provided, just run the action directly
+		return await actionFn();
+	}
+
+	const originalEnv = {};
+	const keysToRestore = [];
+
+	// Set environment variables from sessionEnv
+	for (const key in sessionEnv) {
+		if (Object.prototype.hasOwnProperty.call(sessionEnv, key)) {
+			// Store original value if it exists, otherwise mark for deletion
+			if (process.env[key] !== undefined) {
+				originalEnv[key] = process.env[key];
+			}
+			keysToRestore.push(key);
+			process.env[key] = sessionEnv[key];
+		}
+	}
+
+	try {
+		// Execute the provided action function
+		return await actionFn();
+	} finally {
+		// Restore original environment variables
+		for (const key of keysToRestore) {
+			if (Object.prototype.hasOwnProperty.call(originalEnv, key)) {
+				process.env[key] = originalEnv[key];
+			} else {
+				// If the key didn't exist originally, delete it
+				delete process.env[key];
+			}
+		}
+	}
+}

mcp-server/src/core/utils/path-utils.js

@@ -1,9 +1,9 @@
 /**
  * path-utils.js
  * Utility functions for file path operations in Task Master
- * 
+ *
  * This module provides robust path resolution for both:
- * 1. PACKAGE PATH: Where task-master code is installed 
+ * 1. PACKAGE PATH: Where task-master code is installed
  *    (global node_modules OR local ./node_modules/task-master OR direct from repo)
  * 2. PROJECT PATH: Where user's tasks.json resides (typically user's project root)
  */
@@ -18,43 +18,43 @@ export let lastFoundProjectRoot = null;
 
 // Project marker files that indicate a potential project root
 export const PROJECT_MARKERS = [
-  // Task Master specific
-  'tasks.json',
-  'tasks/tasks.json',
-  
-  // Common version control
-  '.git',
-  '.svn',
-  
-  // Common package files
-  'package.json',
-  'pyproject.toml',
-  'Gemfile',
-  'go.mod',
-  'Cargo.toml',
-  
-  // Common IDE/editor folders
-  '.cursor',
-  '.vscode',
-  '.idea',
-  
-  // Common dependency directories (check if directory)
-  'node_modules',
-  'venv',
-  '.venv',
-  
-  // Common config files
-  '.env',
-  '.eslintrc',
-  'tsconfig.json',
-  'babel.config.js',
-  'jest.config.js',
-  'webpack.config.js',
-  
-  // Common CI/CD files
-  '.github/workflows',
-  '.gitlab-ci.yml',
-  '.circleci/config.yml'
+	// Task Master specific
+	'tasks.json',
+	'tasks/tasks.json',
+
+	// Common version control
+	'.git',
+	'.svn',
+
+	// Common package files
+	'package.json',
+	'pyproject.toml',
+	'Gemfile',
+	'go.mod',
+	'Cargo.toml',
+
+	// Common IDE/editor folders
+	'.cursor',
+	'.vscode',
+	'.idea',
+
+	// Common dependency directories (check if directory)
+	'node_modules',
+	'venv',
+	'.venv',
+
+	// Common config files
+	'.env',
+	'.eslintrc',
+	'tsconfig.json',
+	'babel.config.js',
+	'jest.config.js',
+	'webpack.config.js',
+
+	// Common CI/CD files
+	'.github/workflows',
+	'.gitlab-ci.yml',
+	'.circleci/config.yml'
 ];
 
 /**
@@ -63,15 +63,15 @@ export const PROJECT_MARKERS = [
  * @returns {string} - Absolute path to the package installation directory
  */
 export function getPackagePath() {
-  // When running from source, __dirname is the directory containing this file
-  // When running from npm, we need to find the package root
-  const thisFilePath = fileURLToPath(import.meta.url);
-  const thisFileDir = path.dirname(thisFilePath);
-  
-  // Navigate from core/utils up to the package root
-  // In dev: /path/to/task-master/mcp-server/src/core/utils -> /path/to/task-master
-  // In npm: /path/to/node_modules/task-master/mcp-server/src/core/utils -> /path/to/node_modules/task-master
-  return path.resolve(thisFileDir, '../../../../');
+	// When running from source, __dirname is the directory containing this file
+	// When running from npm, we need to find the package root
+	const thisFilePath = fileURLToPath(import.meta.url);
+	const thisFileDir = path.dirname(thisFilePath);
+
+	// Navigate from core/utils up to the package root
+	// In dev: /path/to/task-master/mcp-server/src/core/utils -> /path/to/task-master
+	// In npm: /path/to/node_modules/task-master/mcp-server/src/core/utils -> /path/to/node_modules/task-master
+	return path.resolve(thisFileDir, '../../../../');
 }
 
 /**
@@ -82,62 +82,73 @@ export function getPackagePath() {
  * @throws {Error} - If tasks.json cannot be found.
  */
 export function findTasksJsonPath(args, log) {
-  // PRECEDENCE ORDER for finding tasks.json:
-  // 1. Explicitly provided `projectRoot` in args (Highest priority, expected in MCP context)
-  // 2. Previously found/cached `lastFoundProjectRoot` (primarily for CLI performance)
-  // 3. Search upwards from current working directory (`process.cwd()`) - CLI usage
-  
-  // 1. If project root is explicitly provided (e.g., from MCP session), use it directly
-  if (args.projectRoot) {
-    const projectRoot = args.projectRoot;
-    log.info(`Using explicitly provided project root: ${projectRoot}`);
-    try {
-      // This will throw if tasks.json isn't found within this root
-      return findTasksJsonInDirectory(projectRoot, args.file, log); 
-    } catch (error) {
-      // Include debug info in error
-      const debugInfo = {
-        projectRoot,
-        currentDir: process.cwd(),
-        serverDir: path.dirname(process.argv[1]),
-        possibleProjectRoot: path.resolve(path.dirname(process.argv[1]), '../..'),
-        lastFoundProjectRoot,
-        searchedPaths: error.message
-      };
-      
-      error.message = `Tasks file not found in any of the expected locations relative to project root "${projectRoot}" (from session).\nDebug Info: ${JSON.stringify(debugInfo, null, 2)}`;
-      throw error;
-    }
-  }
-  
-  // --- Fallback logic primarily for CLI or when projectRoot isn't passed --- 
+	// PRECEDENCE ORDER for finding tasks.json:
+	// 1. Explicitly provided `projectRoot` in args (Highest priority, expected in MCP context)
+	// 2. Previously found/cached `lastFoundProjectRoot` (primarily for CLI performance)
+	// 3. Search upwards from current working directory (`process.cwd()`) - CLI usage
 
-  // 2. If we have a last known project root that worked, try it first
-  if (lastFoundProjectRoot) {
-    log.info(`Trying last known project root: ${lastFoundProjectRoot}`);
-    try {
-      // Use the cached root
-      const tasksPath = findTasksJsonInDirectory(lastFoundProjectRoot, args.file, log); 
-      return tasksPath; // Return if found in cached root
-    } catch (error) {
-      log.info(`Task file not found in last known project root, continuing search.`);
-      // Continue with search if not found in cache
-    }
-  }
-  
-  // 3. Start search from current directory (most common CLI scenario)
-  const startDir = process.cwd();
-  log.info(`Searching for tasks.json starting from current directory: ${startDir}`);
-  
-  // Try to find tasks.json by walking up the directory tree from cwd
-  try {
-    // This will throw if not found in the CWD tree
-    return findTasksJsonWithParentSearch(startDir, args.file, log); 
-  } catch (error) {
-    // If all attempts fail, augment and throw the original error from CWD search
-    error.message = `${error.message}\n\nPossible solutions:\n1. Run the command from your project directory containing tasks.json\n2. Use --project-root=/path/to/project to specify the project location (if using CLI)\n3. Ensure the project root is correctly passed from the client (if using MCP)\n\nCurrent working directory: ${startDir}\nLast known project root: ${lastFoundProjectRoot}\nProject root from args: ${args.projectRoot}`;
-    throw error;
-  }
+	// 1. If project root is explicitly provided (e.g., from MCP session), use it directly
+	if (args.projectRoot) {
+		const projectRoot = args.projectRoot;
+		log.info(`Using explicitly provided project root: ${projectRoot}`);
+		try {
+			// This will throw if tasks.json isn't found within this root
+			return findTasksJsonInDirectory(projectRoot, args.file, log);
+		} catch (error) {
+			// Include debug info in error
+			const debugInfo = {
+				projectRoot,
+				currentDir: process.cwd(),
+				serverDir: path.dirname(process.argv[1]),
+				possibleProjectRoot: path.resolve(
+					path.dirname(process.argv[1]),
+					'../..'
+				),
+				lastFoundProjectRoot,
+				searchedPaths: error.message
+			};
+
+			error.message = `Tasks file not found in any of the expected locations relative to project root "${projectRoot}" (from session).\nDebug Info: ${JSON.stringify(debugInfo, null, 2)}`;
+			throw error;
+		}
+	}
+
+	// --- Fallback logic primarily for CLI or when projectRoot isn't passed ---
+
+	// 2. If we have a last known project root that worked, try it first
+	if (lastFoundProjectRoot) {
+		log.info(`Trying last known project root: ${lastFoundProjectRoot}`);
+		try {
+			// Use the cached root
+			const tasksPath = findTasksJsonInDirectory(
+				lastFoundProjectRoot,
+				args.file,
+				log
+			);
+			return tasksPath; // Return if found in cached root
+		} catch (error) {
+			log.info(
+				`Task file not found in last known project root, continuing search.`
+			);
+			// Continue with search if not found in cache
+		}
+	}
+
+	// 3. Start search from current directory (most common CLI scenario)
+	const startDir = process.cwd();
+	log.info(
+		`Searching for tasks.json starting from current directory: ${startDir}`
+	);
+
+	// Try to find tasks.json by walking up the directory tree from cwd
+	try {
+		// This will throw if not found in the CWD tree
+		return findTasksJsonWithParentSearch(startDir, args.file, log);
+	} catch (error) {
+		// If all attempts fail, augment and throw the original error from CWD search
+		error.message = `${error.message}\n\nPossible solutions:\n1. Run the command from your project directory containing tasks.json\n2. Use --project-root=/path/to/project to specify the project location (if using CLI)\n3. Ensure the project root is correctly passed from the client (if using MCP)\n\nCurrent working directory: ${startDir}\nLast known project root: ${lastFoundProjectRoot}\nProject root from args: ${args.projectRoot}`;
+		throw error;
+	}
 }
 
 /**
@@ -146,11 +157,11 @@ export function findTasksJsonPath(args, log) {
  * @returns {boolean} - True if the directory contains any project markers
  */
 function hasProjectMarkers(dirPath) {
-  return PROJECT_MARKERS.some(marker => {
-    const markerPath = path.join(dirPath, marker);
-    // Check if the marker exists as either a file or directory
-    return fs.existsSync(markerPath);
-  });
+	return PROJECT_MARKERS.some((marker) => {
+		const markerPath = path.join(dirPath, marker);
+		// Check if the marker exists as either a file or directory
+		return fs.existsSync(markerPath);
+	});
 }
 
 /**
@@ -162,35 +173,41 @@ function hasProjectMarkers(dirPath) {
  * @throws {Error} - If tasks.json cannot be found
  */
 function findTasksJsonInDirectory(dirPath, explicitFilePath, log) {
-  const possiblePaths = [];
+	const possiblePaths = [];
 
-  // 1. If a file is explicitly provided relative to dirPath
-  if (explicitFilePath) {
-    possiblePaths.push(path.resolve(dirPath, explicitFilePath));
-  }
+	// 1. If a file is explicitly provided relative to dirPath
+	if (explicitFilePath) {
+		possiblePaths.push(path.resolve(dirPath, explicitFilePath));
+	}
 
-  // 2. Check the standard locations relative to dirPath
-  possiblePaths.push(
-    path.join(dirPath, 'tasks.json'),
-    path.join(dirPath, 'tasks', 'tasks.json')
-  );
+	// 2. Check the standard locations relative to dirPath
+	possiblePaths.push(
+		path.join(dirPath, 'tasks.json'),
+		path.join(dirPath, 'tasks', 'tasks.json')
+	);
 
-  log.info(`Checking potential task file paths: ${possiblePaths.join(', ')}`);
+	log.info(`Checking potential task file paths: ${possiblePaths.join(', ')}`);
 
-  // Find the first existing path
-  for (const p of possiblePaths) {
-    if (fs.existsSync(p)) {
-      log.info(`Found tasks file at: ${p}`);
-      // Store the project root for future use
-      lastFoundProjectRoot = dirPath;
-      return p;
-    }
-  }
+	// Find the first existing path
+	for (const p of possiblePaths) {
+		log.info(`Checking if exists: ${p}`);
+		const exists = fs.existsSync(p);
+		log.info(`Path ${p} exists: ${exists}`);
 
-  // If no file was found, throw an error
-  const error = new Error(`Tasks file not found in any of the expected locations relative to ${dirPath}: ${possiblePaths.join(', ')}`);
-  error.code = 'TASKS_FILE_NOT_FOUND';
-  throw error;
+		if (exists) {
+			log.info(`Found tasks file at: ${p}`);
+			// Store the project root for future use
+			lastFoundProjectRoot = dirPath;
+			return p;
+		}
+	}
+
+	// If no file was found, throw an error
+	const error = new Error(
+		`Tasks file not found in any of the expected locations relative to ${dirPath}: ${possiblePaths.join(', ')}`
+	);
+	error.code = 'TASKS_FILE_NOT_FOUND';
+	throw error;
 }
 
 /**
@@ -203,66 +220,74 @@ function findTasksJsonInDirectory(dirPath, explicitFilePath, log) {
  * @throws {Error} - If tasks.json cannot be found in any parent directory
  */
 function findTasksJsonWithParentSearch(startDir, explicitFilePath, log) {
-  let currentDir = startDir;
-  const rootDir = path.parse(currentDir).root;
-  
-  // Keep traversing up until we hit the root directory
-  while (currentDir !== rootDir) {
-    // First check for tasks.json directly
-    try {
-      return findTasksJsonInDirectory(currentDir, explicitFilePath, log);
-    } catch (error) {
-      // If tasks.json not found but the directory has project markers,
-      // log it as a potential project root (helpful for debugging)
-      if (hasProjectMarkers(currentDir)) {
-        log.info(`Found project markers in ${currentDir}, but no tasks.json`);
-      }
-      
-      // Move up to parent directory
-      const parentDir = path.dirname(currentDir);
-      
-      // Check if we've reached the root
-      if (parentDir === currentDir) {
-        break;
-      }
-      
-      log.info(`Tasks file not found in ${currentDir}, searching in parent directory: ${parentDir}`);
-      currentDir = parentDir;
-    }
-  }
-  
-  // If we've searched all the way to the root and found nothing
-  const error = new Error(`Tasks file not found in ${startDir} or any parent directory.`);
-  error.code = 'TASKS_FILE_NOT_FOUND';
-  throw error;
+	let currentDir = startDir;
+	const rootDir = path.parse(currentDir).root;
+
+	// Keep traversing up until we hit the root directory
+	while (currentDir !== rootDir) {
+		// First check for tasks.json directly
+		try {
+			return findTasksJsonInDirectory(currentDir, explicitFilePath, log);
+		} catch (error) {
+			// If tasks.json not found but the directory has project markers,
+			// log it as a potential project root (helpful for debugging)
+			if (hasProjectMarkers(currentDir)) {
+				log.info(`Found project markers in ${currentDir}, but no tasks.json`);
+			}
+
+			// Move up to parent directory
+			const parentDir = path.dirname(currentDir);
+
+			// Check if we've reached the root
+			if (parentDir === currentDir) {
+				break;
+			}
+
+			log.info(
+				`Tasks file not found in ${currentDir}, searching in parent directory: ${parentDir}`
+			);
+			currentDir = parentDir;
+		}
+	}
+
+	// If we've searched all the way to the root and found nothing
+	const error = new Error(
+		`Tasks file not found in ${startDir} or any parent directory.`
+	);
+	error.code = 'TASKS_FILE_NOT_FOUND';
+	throw error;
 }
 
 // Note: findTasksWithNpmConsideration is not used by findTasksJsonPath and might be legacy or used elsewhere.
 // If confirmed unused, it could potentially be removed in a separate cleanup.
 function findTasksWithNpmConsideration(startDir, log) {
-  // First try our recursive parent search from cwd
-  try {
-    return findTasksJsonWithParentSearch(startDir, null, log);
-  } catch (error) {
-    // If that fails, try looking relative to the executable location
-    const execPath = process.argv[1];
-    const execDir = path.dirname(execPath);
-    log.info(`Looking for tasks file relative to executable at: ${execDir}`);
-    
-    try {
-      return findTasksJsonWithParentSearch(execDir, null, log);
-    } catch (secondError) {
-      // If that also fails, check standard locations in user's home directory
-      const homeDir = os.homedir();
-      log.info(`Looking for tasks file in home directory: ${homeDir}`);
-      
-      try {
-        // Check standard locations in home dir
-        return findTasksJsonInDirectory(path.join(homeDir, '.task-master'), null, log);
-      } catch (thirdError) {
-        // If all approaches fail, throw the original error
-        throw error;
-      }
-    }
-  }
-} 
+	// First try our recursive parent search from cwd
+	try {
+		return findTasksJsonWithParentSearch(startDir, null, log);
+	} catch (error) {
+		// If that fails, try looking relative to the executable location
+		const execPath = process.argv[1];
+		const execDir = path.dirname(execPath);
+		log.info(`Looking for tasks file relative to executable at: ${execDir}`);
+
+		try {
+			return findTasksJsonWithParentSearch(execDir, null, log);
+		} catch (secondError) {
+			// If that also fails, check standard locations in user's home directory
+			const homeDir = os.homedir();
+			log.info(`Looking for tasks file in home directory: ${homeDir}`);
+
+			try {
+				// Check standard locations in home dir
+				return findTasksJsonInDirectory(
+					path.join(homeDir, '.task-master'),
+					null,
+					log
+				);
+			} catch (thirdError) {
+				// If all approaches fail, throw the original error
+				throw error;
+			}
+		}
+	}
+}

mcp-server/src/index.js

@@ -1,10 +1,10 @@
-import { FastMCP } from "fastmcp";
-import path from "path";
-import dotenv from "dotenv";
-import { fileURLToPath } from "url";
-import fs from "fs";
-import logger from "./logger.js";
-import { registerTaskMasterTools } from "./tools/index.js";
+import { FastMCP } from 'fastmcp';
+import path from 'path';
+import dotenv from 'dotenv';
+import { fileURLToPath } from 'url';
+import fs from 'fs';
+import logger from './logger.js';
+import { registerTaskMasterTools } from './tools/index.js';
 import { asyncOperationManager } from './core/utils/async-manager.js';
 
 // Load environment variables
@@ -18,73 +18,74 @@ const __dirname = path.dirname(__filename);
  * Main MCP server class that integrates with Task Master
  */
 class TaskMasterMCPServer {
-  constructor() {
-    // Get version from package.json using synchronous fs
-    const packagePath = path.join(__dirname, "../../package.json");
-    const packageJson = JSON.parse(fs.readFileSync(packagePath, "utf8"));
+	constructor() {
+		// Get version from package.json using synchronous fs
+		const packagePath = path.join(__dirname, '../../package.json');
+		const packageJson = JSON.parse(fs.readFileSync(packagePath, 'utf8'));
 
-    this.options = {
-      name: "Task Master MCP Server",
-      version: packageJson.version,
-    };
+		this.options = {
+			name: 'Task Master MCP Server',
+			version: packageJson.version
+		};
 
-    this.server = new FastMCP(this.options);
-    this.initialized = false;
+		this.server = new FastMCP(this.options);
+		this.initialized = false;
 
-    this.server.addResource({});
+		this.server.addResource({});
 
-    this.server.addResourceTemplate({});
+		this.server.addResourceTemplate({});
 
-    // Make the manager accessible (e.g., pass it to tool registration)
-    this.asyncManager = asyncOperationManager;
+		// Make the manager accessible (e.g., pass it to tool registration)
+		this.asyncManager = asyncOperationManager;
 
-    // Bind methods
-    this.init = this.init.bind(this);
-    this.start = this.start.bind(this);
-    this.stop = this.stop.bind(this);
+		// Bind methods
+		this.init = this.init.bind(this);
+		this.start = this.start.bind(this);
+		this.stop = this.stop.bind(this);
 
-    // Setup logging
-    this.logger = logger;
-  }
+		// Setup logging
+		this.logger = logger;
+	}
 
-  /**
-   * Initialize the MCP server with necessary tools and routes
-   */
-  async init() {
-    if (this.initialized) return;
+	/**
+	 * Initialize the MCP server with necessary tools and routes
+	 */
+	async init() {
+		if (this.initialized) return;
 
-    // Pass the manager instance to the tool registration function
-    registerTaskMasterTools(this.server, this.asyncManager);
+		// Pass the manager instance to the tool registration function
+		registerTaskMasterTools(this.server, this.asyncManager);
 
-    this.initialized = true;
+		this.initialized = true;
 
-    return this;
-  }
+		return this;
+	}
 
-  /**
-   * Start the MCP server
-   */
-  async start() {
-    if (!this.initialized) {
-      await this.init();
-    }
+	/**
+	 * Start the MCP server
+	 */
+	async start() {
+		if (!this.initialized) {
+			await this.init();
+		}
 
-    // Start the FastMCP server
-    await this.server.start({
-      transportType: "stdio",
-    });
+		// Start the FastMCP server with increased timeout
+		await this.server.start({
+			transportType: 'stdio',
+			timeout: 120000 // 2 minutes timeout (in milliseconds)
+		});
 
-    return this;
-  }
+		return this;
+	}
 
-  /**
-   * Stop the MCP server
-   */
-  async stop() {
-    if (this.server) {
-      await this.server.stop();
-    }
-  }
+	/**
+	 * Stop the MCP server
+	 */
+	async stop() {
+		if (this.server) {
+			await this.server.stop();
+		}
+	}
 }
 
 // Export the manager from here as well, if needed elsewhere

mcp-server/src/logger.js

@@ -1,18 +1,19 @@
-import chalk from "chalk";
+import chalk from 'chalk';
+import { isSilentMode } from '../../scripts/modules/utils.js';
 
 // Define log levels
 const LOG_LEVELS = {
-  debug: 0,
-  info: 1,
-  warn: 2,
-  error: 3,
-  success: 4,
+	debug: 0,
+	info: 1,
+	warn: 2,
+	error: 3,
+	success: 4
 };
 
 // Get log level from environment or default to info
 const LOG_LEVEL = process.env.LOG_LEVEL
-  ? LOG_LEVELS[process.env.LOG_LEVEL.toLowerCase()] ?? LOG_LEVELS.info
-  : LOG_LEVELS.info;
+	? (LOG_LEVELS[process.env.LOG_LEVEL.toLowerCase()] ?? LOG_LEVELS.info)
+	: LOG_LEVELS.info;
 
 /**
  * Logs a message with the specified level
@@ -20,51 +21,66 @@ const LOG_LEVEL = process.env.LOG_LEVEL
  * @param  {...any} args - Arguments to log
  */
 function log(level, ...args) {
-  // Use text prefixes instead of emojis
-  const prefixes = {
-    debug: chalk.gray("[DEBUG]"),
-    info: chalk.blue("[INFO]"),
-    warn: chalk.yellow("[WARN]"),
-    error: chalk.red("[ERROR]"),
-    success: chalk.green("[SUCCESS]"),
-  };
+	// Skip logging if silent mode is enabled
+	if (isSilentMode()) {
+		return;
+	}
 
-  if (LOG_LEVELS[level] !== undefined && LOG_LEVELS[level] >= LOG_LEVEL) {
-    const prefix = prefixes[level] || "";
-    let coloredArgs = args;
+	// Use text prefixes instead of emojis
+	const prefixes = {
+		debug: chalk.gray('[DEBUG]'),
+		info: chalk.blue('[INFO]'),
+		warn: chalk.yellow('[WARN]'),
+		error: chalk.red('[ERROR]'),
+		success: chalk.green('[SUCCESS]')
+	};
 
-    try {
-      switch(level) {
-        case "error":
-          coloredArgs = args.map(arg => typeof arg === 'string' ? chalk.red(arg) : arg);
-          break;
-        case "warn":
-          coloredArgs = args.map(arg => typeof arg === 'string' ? chalk.yellow(arg) : arg);
-          break;
-        case "success":
-          coloredArgs = args.map(arg => typeof arg === 'string' ? chalk.green(arg) : arg);
-          break;
-        case "info":
-          coloredArgs = args.map(arg => typeof arg === 'string' ? chalk.blue(arg) : arg);
-          break;
-        case "debug":
-          coloredArgs = args.map(arg => typeof arg === 'string' ? chalk.gray(arg) : arg);
-          break;
-        // default: use original args (no color)
-      }
-    } catch (colorError) {
-      // Fallback if chalk fails on an argument
-      // Use console.error here for internal logger errors, separate from normal logging
-      console.error("Internal Logger Error applying chalk color:", colorError);
-      coloredArgs = args;
-    }
+	if (LOG_LEVELS[level] !== undefined && LOG_LEVELS[level] >= LOG_LEVEL) {
+		const prefix = prefixes[level] || '';
+		let coloredArgs = args;
 
-    // Revert to console.log - FastMCP's context logger (context.log)
-    // is responsible for directing logs correctly (e.g., to stderr)
-    // during tool execution without upsetting the client connection.
-    // Logs outside of tool execution (like startup) will go to stdout.
-    console.log(prefix, ...coloredArgs);
-  }
+		try {
+			switch (level) {
+				case 'error':
+					coloredArgs = args.map((arg) =>
+						typeof arg === 'string' ? chalk.red(arg) : arg
+					);
+					break;
+				case 'warn':
+					coloredArgs = args.map((arg) =>
+						typeof arg === 'string' ? chalk.yellow(arg) : arg
+					);
+					break;
+				case 'success':
+					coloredArgs = args.map((arg) =>
+						typeof arg === 'string' ? chalk.green(arg) : arg
+					);
+					break;
+				case 'info':
+					coloredArgs = args.map((arg) =>
+						typeof arg === 'string' ? chalk.blue(arg) : arg
+					);
+					break;
+				case 'debug':
+					coloredArgs = args.map((arg) =>
+						typeof arg === 'string' ? chalk.gray(arg) : arg
+					);
+					break;
+				// default: use original args (no color)
+			}
+		} catch (colorError) {
+			// Fallback if chalk fails on an argument
+			// Use console.error here for internal logger errors, separate from normal logging
+			console.error('Internal Logger Error applying chalk color:', colorError);
+			coloredArgs = args;
+		}
+
+		// Revert to console.log - FastMCP's context logger (context.log)
+		// is responsible for directing logs correctly (e.g., to stderr)
+		// during tool execution without upsetting the client connection.
+		// Logs outside of tool execution (like startup) will go to stdout.
+		console.log(prefix, ...coloredArgs);
+	}
 }
 
 /**
@@ -72,16 +88,19 @@ function log(level, ...args) {
  * @returns {Object} Logger object with info, error, debug, warn, and success methods
  */
 export function createLogger() {
-  const createLogMethod = (level) => (...args) => log(level, ...args);
+	const createLogMethod =
+		(level) =>
+		(...args) =>
+			log(level, ...args);
 
-  return {
-    debug: createLogMethod("debug"),
-    info: createLogMethod("info"),
-    warn: createLogMethod("warn"),
-    error: createLogMethod("error"),
-    success: createLogMethod("success"),
-    log: log, // Also expose the raw log function
-  };
+	return {
+		debug: createLogMethod('debug'),
+		info: createLogMethod('info'),
+		warn: createLogMethod('warn'),
+		error: createLogMethod('error'),
+		success: createLogMethod('success'),
+		log: log // Also expose the raw log function
+	};
 }
 
 // Export a default logger instance

mcp-server/src/tools/add-dependency.js

@@ -3,63 +3,79 @@
  * Tool for adding a dependency to a task
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { addDependencyDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { addDependencyDirect } from '../core/task-master-core.js';
 
 /**
  * Register the addDependency tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerAddDependencyTool(server) {
-  server.addTool({
-    name: "add_dependency",
-    description: "Add a dependency relationship between two tasks",
-    parameters: z.object({
-      id: z.string().describe("ID of task that will depend on another task"),
-      dependsOn: z.string().describe("ID of task that will become a dependency"),
-      file: z.string().optional().describe("Path to the tasks file (default: tasks/tasks.json)"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Adding dependency for task ${args.id} to depend on ${args.dependsOn}`);
-        reportProgress({ progress: 0 });
-        
-        // Get project root using the utility function
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        // Fallback to args.projectRoot if session didn't provide one
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        // Call the direct function with the resolved rootFolder
-        const result = await addDependencyDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log, { reportProgress, mcpLog: log, session});
+	server.addTool({
+		name: 'add_dependency',
+		description: 'Add a dependency relationship between two tasks',
+		parameters: z.object({
+			id: z.string().describe('ID of task that will depend on another task'),
+			dependsOn: z
+				.string()
+				.describe('ID of task that will become a dependency'),
+			file: z
+				.string()
+				.optional()
+				.describe('Path to the tasks file (default: tasks/tasks.json)'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(
+					`Adding dependency for task ${args.id} to depend on ${args.dependsOn}`
+				);
+				reportProgress({ progress: 0 });
 
-        reportProgress({ progress: 100 });
-        
-        // Log result
-        if (result.success) {
-          log.info(`Successfully added dependency: ${result.data.message}`);
-        } else {
-          log.error(`Failed to add dependency: ${result.error.message}`);
-        }
-        
-        // Use handleApiResult to format the response
-        return handleApiResult(result, log, 'Error adding dependency');
-      } catch (error) {
-        log.error(`Error in addDependency tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+				// Get project root using the utility function
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				// Fallback to args.projectRoot if session didn't provide one
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				// Call the direct function with the resolved rootFolder
+				const result = await addDependencyDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ reportProgress, mcpLog: log, session }
+				);
+
+				reportProgress({ progress: 100 });
+
+				// Log result
+				if (result.success) {
+					log.info(`Successfully added dependency: ${result.data.message}`);
+				} else {
+					log.error(`Failed to add dependency: ${result.error.message}`);
+				}
+
+				// Use handleApiResult to format the response
+				return handleApiResult(result, log, 'Error adding dependency');
+			} catch (error) {
+				log.error(`Error in addDependency tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/add-subtask.js

@@ -3,61 +3,94 @@
  * Tool for adding subtasks to existing tasks
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { addSubtaskDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { addSubtaskDirect } from '../core/task-master-core.js';
 
 /**
  * Register the addSubtask tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerAddSubtaskTool(server) {
-  server.addTool({
-    name: "add_subtask",
-    description: "Add a subtask to an existing task",
-    parameters: z.object({
-      id: z.string().describe("Parent task ID (required)"),
-      taskId: z.string().optional().describe("Existing task ID to convert to subtask"),
-      title: z.string().optional().describe("Title for the new subtask (when creating a new subtask)"),
-      description: z.string().optional().describe("Description for the new subtask"),
-      details: z.string().optional().describe("Implementation details for the new subtask"),
-      status: z.string().optional().describe("Status for the new subtask (default: 'pending')"),
-      dependencies: z.string().optional().describe("Comma-separated list of dependency IDs for the new subtask"),
-      file: z.string().optional().describe("Path to the tasks file (default: tasks/tasks.json)"),
-      skipGenerate: z.boolean().optional().describe("Skip regenerating task files"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Adding subtask with args: ${JSON.stringify(args)}`);
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await addSubtaskDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log, { reportProgress, mcpLog: log, session});
-        
-        if (result.success) {
-          log.info(`Subtask added successfully: ${result.data.message}`);
-        } else {
-          log.error(`Failed to add subtask: ${result.error.message}`);
-        }
-        
-        return handleApiResult(result, log, 'Error adding subtask');
-      } catch (error) {
-        log.error(`Error in addSubtask tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'add_subtask',
+		description: 'Add a subtask to an existing task',
+		parameters: z.object({
+			id: z.string().describe('Parent task ID (required)'),
+			taskId: z
+				.string()
+				.optional()
+				.describe('Existing task ID to convert to subtask'),
+			title: z
+				.string()
+				.optional()
+				.describe('Title for the new subtask (when creating a new subtask)'),
+			description: z
+				.string()
+				.optional()
+				.describe('Description for the new subtask'),
+			details: z
+				.string()
+				.optional()
+				.describe('Implementation details for the new subtask'),
+			status: z
+				.string()
+				.optional()
+				.describe("Status for the new subtask (default: 'pending')"),
+			dependencies: z
+				.string()
+				.optional()
+				.describe('Comma-separated list of dependency IDs for the new subtask'),
+			file: z
+				.string()
+				.optional()
+				.describe('Path to the tasks file (default: tasks/tasks.json)'),
+			skipGenerate: z
+				.boolean()
+				.optional()
+				.describe('Skip regenerating task files'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(`Adding subtask with args: ${JSON.stringify(args)}`);
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await addSubtaskDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ reportProgress, mcpLog: log, session }
+				);
+
+				if (result.success) {
+					log.info(`Subtask added successfully: ${result.data.message}`);
+				} else {
+					log.error(`Failed to add subtask: ${result.error.message}`);
+				}
+
+				return handleApiResult(result, log, 'Error adding subtask');
+			} catch (error) {
+				log.error(`Error in addSubtask tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/add-task.js

@@ -3,64 +3,72 @@
  * Tool to add a new task using AI
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  createContentResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { addTaskDirect } from "../core/task-master-core.js";
+	createErrorResponse,
+	createContentResponse,
+	getProjectRootFromSession,
+	executeTaskMasterCommand,
+	handleApiResult
+} from './utils.js';
+import { addTaskDirect } from '../core/task-master-core.js';
 
 /**
- * Register the add-task tool with the MCP server
+ * Register the addTask tool with the MCP server
  * @param {Object} server - FastMCP server instance
- * @param {AsyncOperationManager} asyncManager - The async operation manager instance.
  */
-export function registerAddTaskTool(server, asyncManager) {
-  server.addTool({
-    name: "add_task",
-    description: "Starts adding a new task using AI in the background.",
-    parameters: z.object({
-      prompt: z.string().describe("Description of the task to add"),
-      dependencies: z.string().optional().describe("Comma-separated list of task IDs this task depends on"),
-      priority: z.string().optional().describe("Task priority (high, medium, low)"),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, context) => {
-      const { log, reportProgress, session } = context;
-      try {
-        log.info(`MCP add_task request received with prompt: \"${args.prompt}\"`);
-        
-        if (!args.prompt) {
-          return createErrorResponse("Prompt is required for add_task.", "VALIDATION_ERROR");
-        }
+export function registerAddTaskTool(server) {
+	server.addTool({
+		name: 'add_task',
+		description: 'Add a new task using AI',
+		parameters: z.object({
+			prompt: z.string().describe('Description of the task to add'),
+			dependencies: z
+				.string()
+				.optional()
+				.describe('Comma-separated list of task IDs this task depends on'),
+			priority: z
+				.string()
+				.optional()
+				.describe('Task priority (high, medium, low)'),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe('Root directory of the project'),
+			research: z
+				.boolean()
+				.optional()
+				.describe('Whether to use research capabilities for task creation')
+		}),
+		execute: async (args, { log, reportProgress, session }) => {
+			try {
+				log.info(`Starting add-task with args: ${JSON.stringify(args)}`);
 
-        let rootFolder = getProjectRootFromSession(session, log);
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
+				// Get project root from session
+				let rootFolder = getProjectRootFromSession(session, log);
 
-        const directArgs = {
-          projectRoot: rootFolder,
-          ...args
-        };
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
 
-        const operationId = asyncManager.addOperation(addTaskDirect, directArgs, context);
-        
-        log.info(`Started background operation for add_task. Operation ID: ${operationId}`);
+				// Call the direct function
+				const result = await addTaskDirect(
+					{
+						...args,
+						projectRoot: rootFolder
+					},
+					log,
+					{ reportProgress, session }
+				);
 
-        return createContentResponse({
-          message: "Add task operation started successfully.",
-          operationId: operationId 
-        });
-
-      } catch (error) {
-        log.error(`Error initiating add_task operation: ${error.message}`, { stack: error.stack });
-        return createErrorResponse(`Failed to start add task operation: ${error.message}`, "ADD_TASK_INIT_ERROR");
-      }
-    }
-  });
-} 
+				// Return the result
+				return handleApiResult(result, log);
+			} catch (error) {
+				log.error(`Error in add-task tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/analyze.js

@@ -3,61 +3,95 @@
  * Tool for analyzing task complexity and generating recommendations
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { analyzeTaskComplexityDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { analyzeTaskComplexityDirect } from '../core/task-master-core.js';
 
 /**
  * Register the analyze tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerAnalyzeTool(server) {
-  server.addTool({
-    name: "analyze_project_complexity",
-    description: "Analyze task complexity and generate expansion recommendations",
-    parameters: z.object({
-      output: z.string().optional().describe("Output file path for the report (default: scripts/task-complexity-report.json)"),
-      model: z.string().optional().describe("LLM model to use for analysis (defaults to configured model)"),
-      threshold: z.union([z.number(), z.string()]).optional().describe("Minimum complexity score to recommend expansion (1-10) (default: 5)"),
-      file: z.string().optional().describe("Path to the tasks file (default: tasks/tasks.json)"),
-      research: z.boolean().optional().describe("Use Perplexity AI for research-backed complexity analysis"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Analyzing task complexity with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await analyzeTaskComplexityDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Task complexity analysis complete: ${result.data.message}`);
-          log.info(`Report summary: ${JSON.stringify(result.data.reportSummary)}`);
-        } else {
-          log.error(`Failed to analyze task complexity: ${result.error.message}`);
-        }
-        
-        return handleApiResult(result, log, 'Error analyzing task complexity');
-      } catch (error) {
-        log.error(`Error in analyze tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'analyze_project_complexity',
+		description:
+			'Analyze task complexity and generate expansion recommendations',
+		parameters: z.object({
+			output: z
+				.string()
+				.optional()
+				.describe(
+					'Output file path for the report (default: scripts/task-complexity-report.json)'
+				),
+			model: z
+				.string()
+				.optional()
+				.describe(
+					'LLM model to use for analysis (defaults to configured model)'
+				),
+			threshold: z
+				.union([z.number(), z.string()])
+				.optional()
+				.describe(
+					'Minimum complexity score to recommend expansion (1-10) (default: 5)'
+				),
+			file: z
+				.string()
+				.optional()
+				.describe('Path to the tasks file (default: tasks/tasks.json)'),
+			research: z
+				.boolean()
+				.optional()
+				.describe('Use Perplexity AI for research-backed complexity analysis'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session }) => {
+			try {
+				log.info(
+					`Analyzing task complexity with args: ${JSON.stringify(args)}`
+				);
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await analyzeTaskComplexityDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ session }
+				);
+
+				if (result.success) {
+					log.info(`Task complexity analysis complete: ${result.data.message}`);
+					log.info(
+						`Report summary: ${JSON.stringify(result.data.reportSummary)}`
+					);
+				} else {
+					log.error(
+						`Failed to analyze task complexity: ${result.error.message}`
+					);
+				}
+
+				return handleApiResult(result, log, 'Error analyzing task complexity');
+			} catch (error) {
+				log.error(`Error in analyze tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/clear-subtasks.js

@@ -3,61 +3,78 @@
  * Tool for clearing subtasks from parent tasks
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { clearSubtasksDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { clearSubtasksDirect } from '../core/task-master-core.js';
 
 /**
  * Register the clearSubtasks tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerClearSubtasksTool(server) {
-  server.addTool({
-    name: "clear_subtasks",
-    description: "Clear subtasks from specified tasks",
-    parameters: z.object({
-      id: z.string().optional().describe("Task IDs (comma-separated) to clear subtasks from"),
-      all: z.boolean().optional().describe("Clear subtasks from all tasks"),
-      file: z.string().optional().describe("Path to the tasks file (default: tasks/tasks.json)"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }).refine(data => data.id || data.all, {
-      message: "Either 'id' or 'all' parameter must be provided",
-      path: ["id", "all"]
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Clearing subtasks with args: ${JSON.stringify(args)}`);
-        await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await clearSubtasksDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log, { reportProgress, mcpLog: log, session});
-        
-        reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Subtasks cleared successfully: ${result.data.message}`);
-        } else {
-          log.error(`Failed to clear subtasks: ${result.error.message}`);
-        }
-        
-        return handleApiResult(result, log, 'Error clearing subtasks');
-      } catch (error) {
-        log.error(`Error in clearSubtasks tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'clear_subtasks',
+		description: 'Clear subtasks from specified tasks',
+		parameters: z
+			.object({
+				id: z
+					.string()
+					.optional()
+					.describe('Task IDs (comma-separated) to clear subtasks from'),
+				all: z.boolean().optional().describe('Clear subtasks from all tasks'),
+				file: z
+					.string()
+					.optional()
+					.describe('Path to the tasks file (default: tasks/tasks.json)'),
+				projectRoot: z
+					.string()
+					.optional()
+					.describe(
+						'Root directory of the project (default: current working directory)'
+					)
+			})
+			.refine((data) => data.id || data.all, {
+				message: "Either 'id' or 'all' parameter must be provided",
+				path: ['id', 'all']
+			}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(`Clearing subtasks with args: ${JSON.stringify(args)}`);
+				await reportProgress({ progress: 0 });
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await clearSubtasksDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ reportProgress, mcpLog: log, session }
+				);
+
+				reportProgress({ progress: 100 });
+
+				if (result.success) {
+					log.info(`Subtasks cleared successfully: ${result.data.message}`);
+				} else {
+					log.error(`Failed to clear subtasks: ${result.error.message}`);
+				}
+
+				return handleApiResult(result, log, 'Error clearing subtasks');
+			} catch (error) {
+				log.error(`Error in clearSubtasks tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/complexity-report.js

@@ -3,56 +3,81 @@
  * Tool for displaying the complexity analysis report
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { complexityReportDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { complexityReportDirect } from '../core/task-master-core.js';
 
 /**
  * Register the complexityReport tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerComplexityReportTool(server) {
-  server.addTool({
-    name: "complexity_report",
-    description: "Display the complexity analysis report in a readable format",
-    parameters: z.object({
-      file: z.string().optional().describe("Path to the report file (default: scripts/task-complexity-report.json)"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Getting complexity report with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await complexityReportDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully retrieved complexity report${result.fromCache ? ' (from cache)' : ''}`);
-        } else {
-          log.error(`Failed to retrieve complexity report: ${result.error.message}`);
-        }
-        
-        return handleApiResult(result, log, 'Error retrieving complexity report');
-      } catch (error) {
-        log.error(`Error in complexity-report tool: ${error.message}`);
-        return createErrorResponse(`Failed to retrieve complexity report: ${error.message}`);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'complexity_report',
+		description: 'Display the complexity analysis report in a readable format',
+		parameters: z.object({
+			file: z
+				.string()
+				.optional()
+				.describe(
+					'Path to the report file (default: scripts/task-complexity-report.json)'
+				),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(
+					`Getting complexity report with args: ${JSON.stringify(args)}`
+				);
+				// await reportProgress({ progress: 0 });
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await complexityReportDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log /*, { reportProgress, mcpLog: log, session}*/
+				);
+
+				// await reportProgress({ progress: 100 });
+
+				if (result.success) {
+					log.info(
+						`Successfully retrieved complexity report${result.fromCache ? ' (from cache)' : ''}`
+					);
+				} else {
+					log.error(
+						`Failed to retrieve complexity report: ${result.error.message}`
+					);
+				}
+
+				return handleApiResult(
+					result,
+					log,
+					'Error retrieving complexity report'
+				);
+			} catch (error) {
+				log.error(`Error in complexity-report tool: ${error.message}`);
+				return createErrorResponse(
+					`Failed to retrieve complexity report: ${error.message}`
+				);
+			}
+		}
+	});
+}

mcp-server/src/tools/expand-all.js

@@ -3,60 +3,87 @@
  * Tool for expanding all pending tasks with subtasks
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { expandAllTasksDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { expandAllTasksDirect } from '../core/task-master-core.js';
 
 /**
  * Register the expandAll tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerExpandAllTool(server) {
-  server.addTool({
-    name: "expand_all",
-    description: "Expand all pending tasks into subtasks",
-    parameters: z.object({
-      num: z.union([z.number(), z.string()]).optional().describe("Number of subtasks to generate for each task"),
-      research: z.boolean().optional().describe("Enable Perplexity AI for research-backed subtask generation"),
-      prompt: z.string().optional().describe("Additional context to guide subtask generation"),
-      force: z.boolean().optional().describe("Force regeneration of subtasks for tasks that already have them"),
-      file: z.string().optional().describe("Path to the tasks file (default: tasks/tasks.json)"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Expanding all tasks with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await expandAllTasksDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully expanded all tasks: ${result.data.message}`);
-        } else {
-          log.error(`Failed to expand all tasks: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error expanding all tasks');
-      } catch (error) {
-        log.error(`Error in expand-all tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'expand_all',
+		description: 'Expand all pending tasks into subtasks',
+		parameters: z.object({
+			num: z
+				.string()
+				.optional()
+				.describe('Number of subtasks to generate for each task'),
+			research: z
+				.boolean()
+				.optional()
+				.describe(
+					'Enable Perplexity AI for research-backed subtask generation'
+				),
+			prompt: z
+				.string()
+				.optional()
+				.describe('Additional context to guide subtask generation'),
+			force: z
+				.boolean()
+				.optional()
+				.describe(
+					'Force regeneration of subtasks for tasks that already have them'
+				),
+			file: z
+				.string()
+				.optional()
+				.describe('Path to the tasks file (default: tasks/tasks.json)'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session }) => {
+			try {
+				log.info(`Expanding all tasks with args: ${JSON.stringify(args)}`);
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await expandAllTasksDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ session }
+				);
+
+				if (result.success) {
+					log.info(`Successfully expanded all tasks: ${result.data.message}`);
+				} else {
+					log.error(
+						`Failed to expand all tasks: ${result.error?.message || 'Unknown error'}`
+					);
+				}
+
+				return handleApiResult(result, log, 'Error expanding all tasks');
+			} catch (error) {
+				log.error(`Error in expand-all tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/expand-task.js

@@ -3,66 +3,88 @@
  * Tool to expand a task into subtasks
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { expandTaskDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { expandTaskDirect } from '../core/task-master-core.js';
+import fs from 'fs';
+import path from 'path';
 
 /**
  * Register the expand-task tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerExpandTaskTool(server) {
-  server.addTool({
-    name: "expand_task",
-    description: "Expand a task into subtasks for detailed implementation",
-    parameters: z.object({
-      id: z.string().describe("ID of task to expand"),
-      num: z.union([z.number(), z.string()]).optional().describe("Number of subtasks to generate"),
-      research: z.boolean().optional().describe("Use Perplexity AI for research-backed generation"),
-      prompt: z.string().optional().describe("Additional context for subtask generation"),
-      force: z.boolean().optional().describe("Force regeneration even for tasks that already have subtasks"),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: current working directory)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Expanding task with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await expandTaskDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully expanded task with ID ${args.id}`);
-        } else {
-          log.error(`Failed to expand task: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error expanding task');
-      } catch (error) {
-        log.error(`Error in expand task tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'expand_task',
+		description: 'Expand a task into subtasks for detailed implementation',
+		parameters: z.object({
+			id: z.string().describe('ID of task to expand'),
+			num: z
+				.union([z.string(), z.number()])
+				.optional()
+				.describe('Number of subtasks to generate'),
+			research: z
+				.boolean()
+				.optional()
+				.describe('Use Perplexity AI for research-backed generation'),
+			prompt: z
+				.string()
+				.optional()
+				.describe('Additional context for subtask generation'),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, reportProgress, session }) => {
+			try {
+				log.info(`Starting expand-task with args: ${JSON.stringify(args)}`);
+
+				// Get project root from session
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				log.info(`Project root resolved to: ${rootFolder}`);
+
+				// Check for tasks.json in the standard locations
+				const tasksJsonPath = path.join(rootFolder, 'tasks', 'tasks.json');
+
+				if (fs.existsSync(tasksJsonPath)) {
+					log.info(`Found tasks.json at ${tasksJsonPath}`);
+					// Add the file parameter directly to args
+					args.file = tasksJsonPath;
+				} else {
+					log.warn(`Could not find tasks.json at ${tasksJsonPath}`);
+				}
+
+				// Call direct function with only session in the context, not reportProgress
+				// Use the pattern recommended in the MCP guidelines
+				const result = await expandTaskDirect(
+					{
+						...args,
+						projectRoot: rootFolder
+					},
+					log,
+					{ session }
+				); // Only pass session, NOT reportProgress
+
+				// Return the result
+				return handleApiResult(result, log, 'Error expanding task');
+			} catch (error) {
+				log.error(`Error in expand task tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/fix-dependencies.js

@@ -3,56 +3,65 @@
  * Tool for automatically fixing invalid task dependencies
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { fixDependenciesDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { fixDependenciesDirect } from '../core/task-master-core.js';
 
 /**
  * Register the fixDependencies tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerFixDependenciesTool(server) {
-  server.addTool({
-    name: "fix_dependencies",
-    description: "Fix invalid dependencies in tasks automatically",
-    parameters: z.object({
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Fixing dependencies with args: ${JSON.stringify(args)}`);
-        await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await fixDependenciesDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log, { reportProgress, mcpLog: log, session});
-        
-        await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully fixed dependencies: ${result.data.message}`);
-        } else {
-          log.error(`Failed to fix dependencies: ${result.error.message}`);
-        }
-        
-        return handleApiResult(result, log, 'Error fixing dependencies');
-      } catch (error) {
-        log.error(`Error in fixDependencies tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    }
-  });
-} 
+	server.addTool({
+		name: 'fix_dependencies',
+		description: 'Fix invalid dependencies in tasks automatically',
+		parameters: z.object({
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(`Fixing dependencies with args: ${JSON.stringify(args)}`);
+				await reportProgress({ progress: 0 });
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await fixDependenciesDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ reportProgress, mcpLog: log, session }
+				);
+
+				await reportProgress({ progress: 100 });
+
+				if (result.success) {
+					log.info(`Successfully fixed dependencies: ${result.data.message}`);
+				} else {
+					log.error(`Failed to fix dependencies: ${result.error.message}`);
+				}
+
+				return handleApiResult(result, log, 'Error fixing dependencies');
+			} catch (error) {
+				log.error(`Error in fixDependencies tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/generate.js

@@ -3,62 +3,71 @@
  * Tool to generate individual task files from tasks.json
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { generateTaskFilesDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { generateTaskFilesDirect } from '../core/task-master-core.js';
 
 /**
  * Register the generate tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerGenerateTool(server) {
-  server.addTool({
-    name: "generate",
-    description: "Generates individual task files in tasks/ directory based on tasks.json",
-    parameters: z.object({
-      file: z.string().optional().describe("Path to the tasks file"),
-      output: z.string().optional().describe("Output directory (default: same directory as tasks file)"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: current working directory)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Generating task files with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await generateTaskFilesDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully generated task files: ${result.data.message}`);
-        } else {
-          log.error(`Failed to generate task files: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error generating task files');
-      } catch (error) {
-        log.error(`Error in generate tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'generate',
+		description:
+			'Generates individual task files in tasks/ directory based on tasks.json',
+		parameters: z.object({
+			file: z.string().optional().describe('Path to the tasks file'),
+			output: z
+				.string()
+				.optional()
+				.describe('Output directory (default: same directory as tasks file)'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(`Generating task files with args: ${JSON.stringify(args)}`);
+				// await reportProgress({ progress: 0 });
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await generateTaskFilesDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log /*, { reportProgress, mcpLog: log, session}*/
+				);
+
+				// await reportProgress({ progress: 100 });
+
+				if (result.success) {
+					log.info(`Successfully generated task files: ${result.data.message}`);
+				} else {
+					log.error(
+						`Failed to generate task files: ${result.error?.message || 'Unknown error'}`
+					);
+				}
+
+				return handleApiResult(result, log, 'Error generating task files');
+			} catch (error) {
+				log.error(`Error in generate tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/get-operation-status.js

@@ -8,35 +8,40 @@ import { createErrorResponse, createContentResponse } from './utils.js'; // Assu
  * @param {AsyncOperationManager} asyncManager - The async operation manager.
  */
 export function registerGetOperationStatusTool(server, asyncManager) {
-    server.addTool({
-        name: 'get_operation_status',
-        description: 'Retrieves the status and result/error of a background operation.',
-        parameters: z.object({
-            operationId: z.string().describe('The ID of the operation to check.'),
-        }),
-        execute: async (args, { log }) => {
-            try {
-                const { operationId } = args;
-                log.info(`Checking status for operation ID: ${operationId}`);
+	server.addTool({
+		name: 'get_operation_status',
+		description:
+			'Retrieves the status and result/error of a background operation.',
+		parameters: z.object({
+			operationId: z.string().describe('The ID of the operation to check.')
+		}),
+		execute: async (args, { log }) => {
+			try {
+				const { operationId } = args;
+				log.info(`Checking status for operation ID: ${operationId}`);
 
-                const status = asyncManager.getStatus(operationId);
+				const status = asyncManager.getStatus(operationId);
 
-                // Status will now always return an object, but it might have status='not_found'
-                if (status.status === 'not_found') {
-                    log.warn(`Operation ID not found: ${operationId}`);
-                    return createErrorResponse(
-                        status.error?.message || `Operation ID not found: ${operationId}`, 
-                        status.error?.code || 'OPERATION_NOT_FOUND'
-                    );
-                }
+				// Status will now always return an object, but it might have status='not_found'
+				if (status.status === 'not_found') {
+					log.warn(`Operation ID not found: ${operationId}`);
+					return createErrorResponse(
+						status.error?.message || `Operation ID not found: ${operationId}`,
+						status.error?.code || 'OPERATION_NOT_FOUND'
+					);
+				}
 
-                log.info(`Status for ${operationId}: ${status.status}`);
-                return createContentResponse(status);
-
-            } catch (error) {
-                log.error(`Error in get_operation_status tool: ${error.message}`, { stack: error.stack });
-                return createErrorResponse(`Failed to get operation status: ${error.message}`, 'GET_STATUS_ERROR');
-            }
-        },
-    });
-}
+				log.info(`Status for ${operationId}: ${status.status}`);
+				return createContentResponse(status);
+			} catch (error) {
+				log.error(`Error in get_operation_status tool: ${error.message}`, {
+					stack: error.stack
+				});
+				return createErrorResponse(
+					`Failed to get operation status: ${error.message}`,
+					'GET_STATUS_ERROR'
+				);
+			}
+		}
+	});
+}

mcp-server/src/tools/get-task.js

@@ -3,13 +3,13 @@
  * Tool to get task details by ID
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { showTaskDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { showTaskDirect } from '../core/task-master-core.js';
 
 /**
  * Custom processor function that removes allTasks from the response
@@ -17,16 +17,16 @@ import { showTaskDirect } from "../core/task-master-core.js";
  * @returns {Object} - The processed data with allTasks removed
  */
 function processTaskResponse(data) {
-  if (!data) return data;
-  
-  // If we have the expected structure with task and allTasks
-  if (data.task) {
-    // Return only the task object, removing the allTasks array
-    return data.task;
-  }
-  
-  // If structure is unexpected, return as is
-  return data;
+	if (!data) return data;
+
+	// If we have the expected structure with task and allTasks
+	if (data.task) {
+		// Return only the task object, removing the allTasks array
+		return data.task;
+	}
+
+	// If structure is unexpected, return as is
+	return data;
 }
 
 /**
@@ -34,59 +34,75 @@ function processTaskResponse(data) {
  * @param {Object} server - FastMCP server instance
  */
 export function registerShowTaskTool(server) {
-  server.addTool({
-    name: "get_task",
-    description: "Get detailed information about a specific task",
-    parameters: z.object({
-      id: z.string().describe("Task ID to get"),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: current working directory)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      // Log the session right at the start of execute
-      log.info(`Session object received in execute: ${JSON.stringify(session)}`); // Use JSON.stringify for better visibility
+	server.addTool({
+		name: 'get_task',
+		description: 'Get detailed information about a specific task',
+		parameters: z.object({
+			id: z.string().describe('Task ID to get'),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			// Log the session right at the start of execute
+			log.info(
+				`Session object received in execute: ${JSON.stringify(session)}`
+			); // Use JSON.stringify for better visibility
 
-      try {
-        log.info(`Getting task details for ID: ${args.id}`);
+			try {
+				log.info(`Getting task details for ID: ${args.id}`);
 
-        log.info(`Session object received in execute: ${JSON.stringify(session)}`); // Use JSON.stringify for better visibility
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        } else if (!rootFolder) {
-          // Ensure we always have *some* root, even if session failed and args didn't provide one
-          rootFolder = process.cwd();
-          log.warn(`Session and args failed to provide root, using CWD: ${rootFolder}`);
-        }
+				log.info(
+					`Session object received in execute: ${JSON.stringify(session)}`
+				); // Use JSON.stringify for better visibility
 
-        log.info(`Attempting to use project root: ${rootFolder}`); // Log the final resolved root
+				let rootFolder = getProjectRootFromSession(session, log);
 
-        log.info(`Root folder: ${rootFolder}`); // Log the final resolved root
-        const result = await showTaskDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log);
-        
-        if (result.success) {
-          log.info(`Successfully retrieved task details for ID: ${args.id}${result.fromCache ? ' (from cache)' : ''}`);
-        } else {
-          log.error(`Failed to get task: ${result.error.message}`);
-        }
-        
-        // Use our custom processor function to remove allTasks from the response
-        return handleApiResult(result, log, 'Error retrieving task details', processTaskResponse);
-      } catch (error) {
-        log.error(`Error in get-task tool: ${error.message}\n${error.stack}`); // Add stack trace
-        return createErrorResponse(`Failed to get task: ${error.message}`);
-      }
-    },
-  });
-} 
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				} else if (!rootFolder) {
+					// Ensure we always have *some* root, even if session failed and args didn't provide one
+					rootFolder = process.cwd();
+					log.warn(
+						`Session and args failed to provide root, using CWD: ${rootFolder}`
+					);
+				}
+
+				log.info(`Attempting to use project root: ${rootFolder}`); // Log the final resolved root
+
+				log.info(`Root folder: ${rootFolder}`); // Log the final resolved root
+				const result = await showTaskDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log
+				);
+
+				if (result.success) {
+					log.info(
+						`Successfully retrieved task details for ID: ${args.id}${result.fromCache ? ' (from cache)' : ''}`
+					);
+				} else {
+					log.error(`Failed to get task: ${result.error.message}`);
+				}
+
+				// Use our custom processor function to remove allTasks from the response
+				return handleApiResult(
+					result,
+					log,
+					'Error retrieving task details',
+					processTaskResponse
+				);
+			} catch (error) {
+				log.error(`Error in get-task tool: ${error.message}\n${error.stack}`); // Add stack trace
+				return createErrorResponse(`Failed to get task: ${error.message}`);
+			}
+		}
+	});
+}

mcp-server/src/tools/get-tasks.js

@@ -3,63 +3,79 @@
  * Tool to get all tasks from Task Master
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  createErrorResponse,
-  handleApiResult,
-  getProjectRootFromSession
-} from "./utils.js";
-import { listTasksDirect } from "../core/task-master-core.js";
+	createErrorResponse,
+	handleApiResult,
+	getProjectRootFromSession
+} from './utils.js';
+import { listTasksDirect } from '../core/task-master-core.js';
 
 /**
  * Register the getTasks tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerListTasksTool(server) {
-  server.addTool({
-    name: "get_tasks",
-    description: "Get all tasks from Task Master, optionally filtering by status and including subtasks.",
-    parameters: z.object({
-      status: z.string().optional().describe("Filter tasks by status (e.g., 'pending', 'done')"),
-      withSubtasks: z
-        .boolean()
-        .optional()
-        .describe("Include subtasks nested within their parent tasks in the response"),
-      file: z.string().optional().describe("Path to the tasks file (relative to project root or absolute)"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: automatically detected from session or CWD)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Getting tasks with filters: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await listTasksDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        log.info(`Retrieved ${result.success ? (result.data?.tasks?.length || 0) : 0} tasks${result.fromCache ? ' (from cache)' : ''}`);
-        return handleApiResult(result, log, 'Error getting tasks');
-      } catch (error) {
-        log.error(`Error getting tasks: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
+	server.addTool({
+		name: 'get_tasks',
+		description:
+			'Get all tasks from Task Master, optionally filtering by status and including subtasks.',
+		parameters: z.object({
+			status: z
+				.string()
+				.optional()
+				.describe("Filter tasks by status (e.g., 'pending', 'done')"),
+			withSubtasks: z
+				.boolean()
+				.optional()
+				.describe(
+					'Include subtasks nested within their parent tasks in the response'
+				),
+			file: z
+				.string()
+				.optional()
+				.describe(
+					'Path to the tasks file (relative to project root or absolute)'
+				),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: automatically detected from session or CWD)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(`Getting tasks with filters: ${JSON.stringify(args)}`);
+				// await reportProgress({ progress: 0 });
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await listTasksDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log /*, { reportProgress, mcpLog: log, session}*/
+				);
+
+				// await reportProgress({ progress: 100 });
+
+				log.info(
+					`Retrieved ${result.success ? result.data?.tasks?.length || 0 : 0} tasks${result.fromCache ? ' (from cache)' : ''}`
+				);
+				return handleApiResult(result, log, 'Error getting tasks');
+			} catch (error) {
+				log.error(`Error getting tasks: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
 }
 
 // We no longer need the formatTasksResponse function as we're returning raw JSON data

mcp-server/src/tools/index.js

@@ -3,73 +3,71 @@
  * Export all Task Master CLI tools for MCP server
  */
 
-import { registerListTasksTool } from "./get-tasks.js";
-import logger from "../logger.js";
-import { registerSetTaskStatusTool } from "./set-task-status.js";
-import { registerParsePRDTool } from "./parse-prd.js";
-import { registerUpdateTool } from "./update.js";
-import { registerUpdateTaskTool } from "./update-task.js";
-import { registerUpdateSubtaskTool } from "./update-subtask.js";
-import { registerGenerateTool } from "./generate.js";
-import { registerShowTaskTool } from "./get-task.js";
-import { registerNextTaskTool } from "./next-task.js";
-import { registerExpandTaskTool } from "./expand-task.js";
-import { registerAddTaskTool } from "./add-task.js";
-import { registerAddSubtaskTool } from "./add-subtask.js";
-import { registerRemoveSubtaskTool } from "./remove-subtask.js";
-import { registerAnalyzeTool } from "./analyze.js";
-import { registerClearSubtasksTool } from "./clear-subtasks.js";
-import { registerExpandAllTool } from "./expand-all.js";
-import { registerRemoveDependencyTool } from "./remove-dependency.js";
-import { registerValidateDependenciesTool } from "./validate-dependencies.js";
-import { registerFixDependenciesTool } from "./fix-dependencies.js";
-import { registerComplexityReportTool } from "./complexity-report.js";
-import { registerAddDependencyTool } from "./add-dependency.js";
+import { registerListTasksTool } from './get-tasks.js';
+import logger from '../logger.js';
+import { registerSetTaskStatusTool } from './set-task-status.js';
+import { registerParsePRDTool } from './parse-prd.js';
+import { registerUpdateTool } from './update.js';
+import { registerUpdateTaskTool } from './update-task.js';
+import { registerUpdateSubtaskTool } from './update-subtask.js';
+import { registerGenerateTool } from './generate.js';
+import { registerShowTaskTool } from './get-task.js';
+import { registerNextTaskTool } from './next-task.js';
+import { registerExpandTaskTool } from './expand-task.js';
+import { registerAddTaskTool } from './add-task.js';
+import { registerAddSubtaskTool } from './add-subtask.js';
+import { registerRemoveSubtaskTool } from './remove-subtask.js';
+import { registerAnalyzeTool } from './analyze.js';
+import { registerClearSubtasksTool } from './clear-subtasks.js';
+import { registerExpandAllTool } from './expand-all.js';
+import { registerRemoveDependencyTool } from './remove-dependency.js';
+import { registerValidateDependenciesTool } from './validate-dependencies.js';
+import { registerFixDependenciesTool } from './fix-dependencies.js';
+import { registerComplexityReportTool } from './complexity-report.js';
+import { registerAddDependencyTool } from './add-dependency.js';
 import { registerRemoveTaskTool } from './remove-task.js';
 import { registerInitializeProjectTool } from './initialize-project.js';
 import { asyncOperationManager } from '../core/utils/async-manager.js';
-import { registerGetOperationStatusTool } from './get-operation-status.js';
 
 /**
  * Register all Task Master tools with the MCP server
  * @param {Object} server - FastMCP server instance
  * @param {asyncOperationManager} asyncManager - The async operation manager instance
  */
-export function registerTaskMasterTools(server, asyncManager) {  
-  try {
-    // Register each tool
-    registerListTasksTool(server);
-    registerSetTaskStatusTool(server);
-    registerParsePRDTool(server);
-    registerUpdateTool(server);
-    registerUpdateTaskTool(server);
-    registerUpdateSubtaskTool(server);
-    registerGenerateTool(server);
-    registerShowTaskTool(server);
-    registerNextTaskTool(server);
-    registerExpandTaskTool(server);
-    registerAddTaskTool(server, asyncManager);
-    registerAddSubtaskTool(server);
-    registerRemoveSubtaskTool(server);
-    registerAnalyzeTool(server);
-    registerClearSubtasksTool(server);
-    registerExpandAllTool(server);
-    registerRemoveDependencyTool(server);
-    registerValidateDependenciesTool(server);
-    registerFixDependenciesTool(server);
-    registerComplexityReportTool(server);
-    registerAddDependencyTool(server);
-    registerRemoveTaskTool(server);
-    registerInitializeProjectTool(server);
-    registerGetOperationStatusTool(server, asyncManager);
-  } catch (error) {
-    logger.error(`Error registering Task Master tools: ${error.message}`);
-    throw error;
-  }
+export function registerTaskMasterTools(server, asyncManager) {
+	try {
+		// Register each tool
+		registerListTasksTool(server);
+		registerSetTaskStatusTool(server);
+		registerParsePRDTool(server);
+		registerUpdateTool(server);
+		registerUpdateTaskTool(server);
+		registerUpdateSubtaskTool(server);
+		registerGenerateTool(server);
+		registerShowTaskTool(server);
+		registerNextTaskTool(server);
+		registerExpandTaskTool(server);
+		registerAddTaskTool(server, asyncManager);
+		registerAddSubtaskTool(server);
+		registerRemoveSubtaskTool(server);
+		registerAnalyzeTool(server);
+		registerClearSubtasksTool(server);
+		registerExpandAllTool(server);
+		registerRemoveDependencyTool(server);
+		registerValidateDependenciesTool(server);
+		registerFixDependenciesTool(server);
+		registerComplexityReportTool(server);
+		registerAddDependencyTool(server);
+		registerRemoveTaskTool(server);
+		registerInitializeProjectTool(server);
+	} catch (error) {
+		logger.error(`Error registering Task Master tools: ${error.message}`);
+		throw error;
+	}
 
-  logger.info('Registered Task Master MCP tools');
+	logger.info('Registered Task Master MCP tools');
 }
 
 export default {
-  registerTaskMasterTools,
-};
+	registerTaskMasterTools
+};

mcp-server/src/tools/initialize-project.js

@@ -1,62 +1,99 @@
-import { z } from "zod";
+import { z } from 'zod';
 import { execSync } from 'child_process';
-import { createContentResponse, createErrorResponse } from "./utils.js"; // Only need response creators
+import { createContentResponse, createErrorResponse } from './utils.js'; // Only need response creators
 
 export function registerInitializeProjectTool(server) {
-  server.addTool({
-    name: "initialize_project", // snake_case for tool name
-    description: "Initializes a new Task Master project structure in the current working directory by running 'task-master init'.",
-    parameters: z.object({
-      projectName: z.string().optional().describe("The name for the new project."),
-      projectDescription: z.string().optional().describe("A brief description for the project."),
-      projectVersion: z.string().optional().describe("The initial version for the project (e.g., '0.1.0')."),
-      authorName: z.string().optional().describe("The author's name."),
-      skipInstall: z.boolean().optional().default(false).describe("Skip installing dependencies automatically."),
-      addAliases: z.boolean().optional().default(false).describe("Add shell aliases (tm, taskmaster) to shell config file."),
-      yes: z.boolean().optional().default(false).describe("Skip prompts and use default values or provided arguments."),
-      // projectRoot is not needed here as 'init' works on the current directory
-    }),
-    execute: async (args, { log }) => { // Destructure context to get log
-      try {
-        log.info(`Executing initialize_project with args: ${JSON.stringify(args)}`);
+	server.addTool({
+		name: 'initialize_project', // snake_case for tool name
+		description:
+			"Initializes a new Task Master project structure in the current working directory by running 'task-master init'.",
+		parameters: z.object({
+			projectName: z
+				.string()
+				.optional()
+				.describe('The name for the new project.'),
+			projectDescription: z
+				.string()
+				.optional()
+				.describe('A brief description for the project.'),
+			projectVersion: z
+				.string()
+				.optional()
+				.describe("The initial version for the project (e.g., '0.1.0')."),
+			authorName: z.string().optional().describe("The author's name."),
+			skipInstall: z
+				.boolean()
+				.optional()
+				.default(false)
+				.describe('Skip installing dependencies automatically.'),
+			addAliases: z
+				.boolean()
+				.optional()
+				.default(false)
+				.describe('Add shell aliases (tm, taskmaster) to shell config file.'),
+			yes: z
+				.boolean()
+				.optional()
+				.default(false)
+				.describe('Skip prompts and use default values or provided arguments.')
+			// projectRoot is not needed here as 'init' works on the current directory
+		}),
+		execute: async (args, { log }) => {
+			// Destructure context to get log
+			try {
+				log.info(
+					`Executing initialize_project with args: ${JSON.stringify(args)}`
+				);
 
-        // Construct the command arguments carefully
-        // Using npx ensures it uses the locally installed version if available, or fetches it
-        let command = 'npx task-master init';
-        const cliArgs = [];
-        if (args.projectName) cliArgs.push(`--name "${args.projectName.replace(/"/g, '\\"')}"`); // Escape quotes
-        if (args.projectDescription) cliArgs.push(`--description "${args.projectDescription.replace(/"/g, '\\"')}"`);
-        if (args.projectVersion) cliArgs.push(`--version "${args.projectVersion.replace(/"/g, '\\"')}"`);
-        if (args.authorName) cliArgs.push(`--author "${args.authorName.replace(/"/g, '\\"')}"`);
-        if (args.skipInstall) cliArgs.push('--skip-install');
-        if (args.addAliases) cliArgs.push('--aliases');
-        if (args.yes) cliArgs.push('--yes');
+				// Construct the command arguments carefully
+				// Using npx ensures it uses the locally installed version if available, or fetches it
+				let command = 'npx task-master init';
+				const cliArgs = [];
+				if (args.projectName)
+					cliArgs.push(`--name "${args.projectName.replace(/"/g, '\\"')}"`); // Escape quotes
+				if (args.projectDescription)
+					cliArgs.push(
+						`--description "${args.projectDescription.replace(/"/g, '\\"')}"`
+					);
+				if (args.projectVersion)
+					cliArgs.push(
+						`--version "${args.projectVersion.replace(/"/g, '\\"')}"`
+					);
+				if (args.authorName)
+					cliArgs.push(`--author "${args.authorName.replace(/"/g, '\\"')}"`);
+				if (args.skipInstall) cliArgs.push('--skip-install');
+				if (args.addAliases) cliArgs.push('--aliases');
+				if (args.yes) cliArgs.push('--yes');
 
-        command += ' ' + cliArgs.join(' ');
+				command += ' ' + cliArgs.join(' ');
 
-        log.info(`Constructed command: ${command}`);
+				log.info(`Constructed command: ${command}`);
 
-        // Execute the command in the current working directory of the server process
-        // Capture stdout/stderr. Use a reasonable timeout (e.g., 5 minutes)
-        const output = execSync(command, { encoding: 'utf8', stdio: 'pipe', timeout: 300000 });
+				// Execute the command in the current working directory of the server process
+				// Capture stdout/stderr. Use a reasonable timeout (e.g., 5 minutes)
+				const output = execSync(command, {
+					encoding: 'utf8',
+					stdio: 'pipe',
+					timeout: 300000
+				});
 
-        log.info(`Initialization output:\n${output}`);
+				log.info(`Initialization output:\n${output}`);
 
-        // Return a standard success response manually
-        return createContentResponse(
-             "Project initialized successfully.",
-             { output: output } // Include output in the data payload
-        );
+				// Return a standard success response manually
+				return createContentResponse(
+					'Project initialized successfully.',
+					{ output: output } // Include output in the data payload
+				);
+			} catch (error) {
+				// Catch errors from execSync or timeouts
+				const errorMessage = `Project initialization failed: ${error.message}`;
+				const errorDetails =
+					error.stderr?.toString() || error.stdout?.toString() || error.message; // Provide stderr/stdout if available
+				log.error(`${errorMessage}\nDetails: ${errorDetails}`);
 
-      } catch (error) {
-        // Catch errors from execSync or timeouts
-        const errorMessage = `Project initialization failed: ${error.message}`;
-        const errorDetails = error.stderr?.toString() || error.stdout?.toString() || error.message; // Provide stderr/stdout if available
-        log.error(`${errorMessage}\nDetails: ${errorDetails}`);
-
-        // Return a standard error response manually
-        return createErrorResponse(errorMessage, { details: errorDetails });
-      }
-    }
-  });
-} 
+				// Return a standard error response manually
+				return createErrorResponse(errorMessage, { details: errorDetails });
+			}
+		}
+	});
+}

mcp-server/src/tools/next-task.js

@@ -3,61 +3,69 @@
  * Tool to find the next task to work on
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { nextTaskDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { nextTaskDirect } from '../core/task-master-core.js';
 
 /**
  * Register the next-task tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerNextTaskTool(server) {
-  server.addTool({
-    name: "next_task",
-    description: "Find the next task to work on based on dependencies and status",
-    parameters: z.object({
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: current working directory)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Finding next task with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await nextTaskDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully found next task: ${result.data?.task?.id || 'No available tasks'}`);
-        } else {
-          log.error(`Failed to find next task: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error finding next task');
-      } catch (error) {
-        log.error(`Error in nextTask tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'next_task',
+		description:
+			'Find the next task to work on based on dependencies and status',
+		parameters: z.object({
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(`Finding next task with args: ${JSON.stringify(args)}`);
+				// await reportProgress({ progress: 0 });
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await nextTaskDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log /*, { reportProgress, mcpLog: log, session}*/
+				);
+
+				// await reportProgress({ progress: 100 });
+
+				if (result.success) {
+					log.info(
+						`Successfully found next task: ${result.data?.task?.id || 'No available tasks'}`
+					);
+				} else {
+					log.error(
+						`Failed to find next task: ${result.error?.message || 'Unknown error'}`
+					);
+				}
+
+				return handleApiResult(result, log, 'Error finding next task');
+			} catch (error) {
+				log.error(`Error in nextTask tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/parse-prd.js

@@ -3,63 +3,86 @@
  * Tool to parse PRD document and generate tasks
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { parsePRDDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { parsePRDDirect } from '../core/task-master-core.js';
 
 /**
  * Register the parsePRD tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerParsePRDTool(server) {
-  server.addTool({
-    name: "parse_prd",
-    description: "Parse a Product Requirements Document (PRD) or text file to automatically generate initial tasks.",
-    parameters: z.object({
-      input: z.string().default("tasks/tasks.json").describe("Path to the PRD document file (relative to project root or absolute)"),
-      numTasks: z.string().optional().describe("Approximate number of top-level tasks to generate (default: 10)"),
-      output: z.string().optional().describe("Output path for tasks.json file (relative to project root or absolute, default: tasks/tasks.json)"),
-      force: z.boolean().optional().describe("Allow overwriting an existing tasks.json file."),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: automatically detected from session or CWD)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Parsing PRD with args: ${JSON.stringify(args)}`);
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await parsePRDDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully parsed PRD: ${result.data.message}`);
-        } else {
-          log.error(`Failed to parse PRD: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error parsing PRD');
-      } catch (error) {
-        log.error(`Error in parse-prd tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'parse_prd',
+		description:
+			'Parse a Product Requirements Document (PRD) or text file to automatically generate initial tasks.',
+		parameters: z.object({
+			input: z
+				.string()
+				.default('tasks/tasks.json')
+				.describe(
+					'Path to the PRD document file (relative to project root or absolute)'
+				),
+			numTasks: z
+				.string()
+				.optional()
+				.describe(
+					'Approximate number of top-level tasks to generate (default: 10)'
+				),
+			output: z
+				.string()
+				.optional()
+				.describe(
+					'Output path for tasks.json file (relative to project root or absolute, default: tasks/tasks.json)'
+				),
+			force: z
+				.boolean()
+				.optional()
+				.describe('Allow overwriting an existing tasks.json file.'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: automatically detected from session or CWD)'
+				)
+		}),
+		execute: async (args, { log, session }) => {
+			try {
+				log.info(`Parsing PRD with args: ${JSON.stringify(args)}`);
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await parsePRDDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ session }
+				);
+
+				if (result.success) {
+					log.info(`Successfully parsed PRD: ${result.data.message}`);
+				} else {
+					log.error(
+						`Failed to parse PRD: ${result.error?.message || 'Unknown error'}`
+					);
+				}
+
+				return handleApiResult(result, log, 'Error parsing PRD');
+			} catch (error) {
+				log.error(`Error in parse-prd tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/remove-dependency.js

@@ -3,58 +3,71 @@
  * Tool for removing a dependency from a task
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { removeDependencyDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { removeDependencyDirect } from '../core/task-master-core.js';
 
 /**
  * Register the removeDependency tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerRemoveDependencyTool(server) {
-  server.addTool({
-    name: "remove_dependency",
-    description: "Remove a dependency from a task",
-    parameters: z.object({
-      id: z.string().describe("Task ID to remove dependency from"),
-      dependsOn: z.string().describe("Task ID to remove as a dependency"),
-      file: z.string().optional().describe("Path to the tasks file (default: tasks/tasks.json)"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Removing dependency for task ${args.id} from ${args.dependsOn} with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await removeDependencyDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully removed dependency: ${result.data.message}`);
-        } else {
-          log.error(`Failed to remove dependency: ${result.error.message}`);
-        }
-        
-        return handleApiResult(result, log, 'Error removing dependency');
-      } catch (error) {
-        log.error(`Error in removeDependency tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    }
-  });
-}
+	server.addTool({
+		name: 'remove_dependency',
+		description: 'Remove a dependency from a task',
+		parameters: z.object({
+			id: z.string().describe('Task ID to remove dependency from'),
+			dependsOn: z.string().describe('Task ID to remove as a dependency'),
+			file: z
+				.string()
+				.optional()
+				.describe('Path to the tasks file (default: tasks/tasks.json)'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(
+					`Removing dependency for task ${args.id} from ${args.dependsOn} with args: ${JSON.stringify(args)}`
+				);
+				// await reportProgress({ progress: 0 });
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await removeDependencyDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log /*, { reportProgress, mcpLog: log, session}*/
+				);
+
+				// await reportProgress({ progress: 100 });
+
+				if (result.success) {
+					log.info(`Successfully removed dependency: ${result.data.message}`);
+				} else {
+					log.error(`Failed to remove dependency: ${result.error.message}`);
+				}
+
+				return handleApiResult(result, log, 'Error removing dependency');
+			} catch (error) {
+				log.error(`Error in removeDependency tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/remove-subtask.js

@@ -3,59 +3,82 @@
  * Tool for removing subtasks from parent tasks
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { removeSubtaskDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { removeSubtaskDirect } from '../core/task-master-core.js';
 
 /**
  * Register the removeSubtask tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerRemoveSubtaskTool(server) {
-  server.addTool({
-    name: "remove_subtask",
-    description: "Remove a subtask from its parent task",
-    parameters: z.object({
-      id: z.string().describe("Subtask ID to remove in format 'parentId.subtaskId' (required)"),
-      convert: z.boolean().optional().describe("Convert the subtask to a standalone task instead of deleting it"),
-      file: z.string().optional().describe("Path to the tasks file (default: tasks/tasks.json)"),
-      skipGenerate: z.boolean().optional().describe("Skip regenerating task files"),
-      projectRoot: z.string().optional().describe("Root directory of the project (default: current working directory)")
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Removing subtask with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await removeSubtaskDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Subtask removed successfully: ${result.data.message}`);
-        } else {
-          log.error(`Failed to remove subtask: ${result.error.message}`);
-        }
-        
-        return handleApiResult(result, log, 'Error removing subtask');
-      } catch (error) {
-        log.error(`Error in removeSubtask tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'remove_subtask',
+		description: 'Remove a subtask from its parent task',
+		parameters: z.object({
+			id: z
+				.string()
+				.describe(
+					"Subtask ID to remove in format 'parentId.subtaskId' (required)"
+				),
+			convert: z
+				.boolean()
+				.optional()
+				.describe(
+					'Convert the subtask to a standalone task instead of deleting it'
+				),
+			file: z
+				.string()
+				.optional()
+				.describe('Path to the tasks file (default: tasks/tasks.json)'),
+			skipGenerate: z
+				.boolean()
+				.optional()
+				.describe('Skip regenerating task files'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session, reportProgress }) => {
+			try {
+				log.info(`Removing subtask with args: ${JSON.stringify(args)}`);
+				// await reportProgress({ progress: 0 });
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await removeSubtaskDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log /*, { reportProgress, mcpLog: log, session}*/
+				);
+
+				// await reportProgress({ progress: 100 });
+
+				if (result.success) {
+					log.info(`Subtask removed successfully: ${result.data.message}`);
+				} else {
+					log.error(`Failed to remove subtask: ${result.error.message}`);
+				}
+
+				return handleApiResult(result, log, 'Error removing subtask');
+			} catch (error) {
+				log.error(`Error in removeSubtask tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/remove-task.js

@@ -3,69 +3,79 @@
  * Tool to remove a task by ID
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { removeTaskDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { removeTaskDirect } from '../core/task-master-core.js';
 
 /**
  * Register the remove-task tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerRemoveTaskTool(server) {
-  server.addTool({
-    name: "remove_task",
-    description: "Remove a task or subtask permanently from the tasks list",
-    parameters: z.object({
-      id: z.string().describe("ID of the task or subtask to remove (e.g., '5' or '5.2')"),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: current working directory)"
-        ),
-      confirm: z.boolean().optional().describe("Whether to skip confirmation prompt (default: false)")
-    }),
-    execute: async (args, { log, session }) => {
-      try {
-        log.info(`Removing task with ID: ${args.id}`);
-        
-        // Get project root from session
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        } else if (!rootFolder) {
-          // Ensure we have a default if nothing else works
-          rootFolder = process.cwd();
-          log.warn(`Session and args failed to provide root, using CWD: ${rootFolder}`);
-        }
-        
-        log.info(`Using project root: ${rootFolder}`);
-        
-        // Assume client has already handled confirmation if needed
-        const result = await removeTaskDirect({
-          id: args.id,
-          file: args.file,
-          projectRoot: rootFolder
-        }, log);
-        
-        if (result.success) {
-          log.info(`Successfully removed task: ${args.id}`);
-        } else {
-          log.error(`Failed to remove task: ${result.error.message}`);
-        }
-        
-        return handleApiResult(result, log, 'Error removing task');
-      } catch (error) {
-        log.error(`Error in remove-task tool: ${error.message}`);
-        return createErrorResponse(`Failed to remove task: ${error.message}`);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'remove_task',
+		description: 'Remove a task or subtask permanently from the tasks list',
+		parameters: z.object({
+			id: z
+				.string()
+				.describe("ID of the task or subtask to remove (e.g., '5' or '5.2')"),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				),
+			confirm: z
+				.boolean()
+				.optional()
+				.describe('Whether to skip confirmation prompt (default: false)')
+		}),
+		execute: async (args, { log, session }) => {
+			try {
+				log.info(`Removing task with ID: ${args.id}`);
+
+				// Get project root from session
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				} else if (!rootFolder) {
+					// Ensure we have a default if nothing else works
+					rootFolder = process.cwd();
+					log.warn(
+						`Session and args failed to provide root, using CWD: ${rootFolder}`
+					);
+				}
+
+				log.info(`Using project root: ${rootFolder}`);
+
+				// Assume client has already handled confirmation if needed
+				const result = await removeTaskDirect(
+					{
+						id: args.id,
+						file: args.file,
+						projectRoot: rootFolder
+					},
+					log
+				);
+
+				if (result.success) {
+					log.info(`Successfully removed task: ${args.id}`);
+				} else {
+					log.error(`Failed to remove task: ${result.error.message}`);
+				}
+
+				return handleApiResult(result, log, 'Error removing task');
+			} catch (error) {
+				log.error(`Error in remove-task tool: ${error.message}`);
+				return createErrorResponse(`Failed to remove task: ${error.message}`);
+			}
+		}
+	});
+}

mcp-server/src/tools/set-task-status.js

@@ -3,67 +3,81 @@
  * Tool to set the status of a task
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { setTaskStatusDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { setTaskStatusDirect } from '../core/task-master-core.js';
 
 /**
  * Register the setTaskStatus tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerSetTaskStatusTool(server) {
-  server.addTool({
-    name: "set_task_status",
-    description: "Set the status of one or more tasks or subtasks.",
-    parameters: z.object({
-      id: z
-        .string()
-        .describe("Task ID or subtask ID (e.g., '15', '15.2'). Can be comma-separated for multiple updates."),
-      status: z
-        .string()
-        .describe("New status to set (e.g., 'pending', 'done', 'in-progress', 'review', 'deferred', 'cancelled'."),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: automatically detected)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Setting status of task(s) ${args.id} to: ${args.status}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await setTaskStatusDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully updated status for task(s) ${args.id} to "${args.status}": ${result.data.message}`);
-        } else {
-          log.error(`Failed to update task status: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error setting task status');
-      } catch (error) {
-        log.error(`Error in setTaskStatus tool: ${error.message}`);
-        return createErrorResponse(`Error setting task status: ${error.message}`);
-      }
-    },
-  });
+	server.addTool({
+		name: 'set_task_status',
+		description: 'Set the status of one or more tasks or subtasks.',
+		parameters: z.object({
+			id: z
+				.string()
+				.describe(
+					"Task ID or subtask ID (e.g., '15', '15.2'). Can be comma-separated for multiple updates."
+				),
+			status: z
+				.string()
+				.describe(
+					"New status to set (e.g., 'pending', 'done', 'in-progress', 'review', 'deferred', 'cancelled'."
+				),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: automatically detected)'
+				)
+		}),
+		execute: async (args, { log, session }) => {
+			try {
+				log.info(`Setting status of task(s) ${args.id} to: ${args.status}`);
+
+				// Get project root from session
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				// Call the direct function with the project root
+				const result = await setTaskStatusDirect(
+					{
+						...args,
+						projectRoot: rootFolder
+					},
+					log
+				);
+
+				// Log the result
+				if (result.success) {
+					log.info(
+						`Successfully updated status for task(s) ${args.id} to "${args.status}": ${result.data.message}`
+					);
+				} else {
+					log.error(
+						`Failed to update task status: ${result.error?.message || 'Unknown error'}`
+					);
+				}
+
+				// Format and return the result
+				return handleApiResult(result, log, 'Error setting task status');
+			} catch (error) {
+				log.error(`Error in setTaskStatus tool: ${error.message}`);
+				return createErrorResponse(
+					`Error setting task status: ${error.message}`
+				);
+			}
+		}
+	});
 }

mcp-server/src/tools/update-subtask.js

@@ -3,64 +3,75 @@
  * Tool to append additional information to a specific subtask
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { updateSubtaskByIdDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { updateSubtaskByIdDirect } from '../core/task-master-core.js';
 
 /**
  * Register the update-subtask tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerUpdateSubtaskTool(server) {
-  server.addTool({
-    name: "update_subtask",
-    description: "Appends additional information to a specific subtask without replacing existing content",
-    parameters: z.object({
-      id: z.string().describe("ID of the subtask to update in format \"parentId.subtaskId\" (e.g., \"5.2\")"),
-      prompt: z.string().describe("Information to add to the subtask"),
-      research: z.boolean().optional().describe("Use Perplexity AI for research-backed updates"),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: current working directory)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Updating subtask with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await updateSubtaskByIdDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully updated subtask with ID ${args.id}`);
-        } else {
-          log.error(`Failed to update subtask: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error updating subtask');
-      } catch (error) {
-        log.error(`Error in update_subtask tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'update_subtask',
+		description:
+			'Appends additional information to a specific subtask without replacing existing content',
+		parameters: z.object({
+			id: z
+				.string()
+				.describe(
+					'ID of the subtask to update in format "parentId.subtaskId" (e.g., "5.2")'
+				),
+			prompt: z.string().describe('Information to add to the subtask'),
+			research: z
+				.boolean()
+				.optional()
+				.describe('Use Perplexity AI for research-backed updates'),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session }) => {
+			try {
+				log.info(`Updating subtask with args: ${JSON.stringify(args)}`);
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await updateSubtaskByIdDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ session }
+				);
+
+				if (result.success) {
+					log.info(`Successfully updated subtask with ID ${args.id}`);
+				} else {
+					log.error(
+						`Failed to update subtask: ${result.error?.message || 'Unknown error'}`
+					);
+				}
+
+				return handleApiResult(result, log, 'Error updating subtask');
+			} catch (error) {
+				log.error(`Error in update_subtask tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/update-task.js

@@ -3,64 +3,75 @@
  * Tool to update a single task by ID with new information
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { updateTaskByIdDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { updateTaskByIdDirect } from '../core/task-master-core.js';
 
 /**
  * Register the update-task tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerUpdateTaskTool(server) {
-  server.addTool({
-    name: "update_task",
-    description: "Updates a single task by ID with new information or context provided in the prompt.",
-    parameters: z.object({
-      id: z.union([z.number(), z.string()]).describe("ID of the task or subtask (e.g., '15', '15.2') to update"),
-      prompt: z.string().describe("New information or context to incorporate into the task"),
-      research: z.boolean().optional().describe("Use Perplexity AI for research-backed updates"),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: current working directory)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Updating task with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await updateTaskByIdDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully updated task with ID ${args.id}`);
-        } else {
-          log.error(`Failed to update task: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error updating task');
-      } catch (error) {
-        log.error(`Error in update_task tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'update_task',
+		description:
+			'Updates a single task by ID with new information or context provided in the prompt.',
+		parameters: z.object({
+			id: z
+				.string()
+				.describe("ID of the task or subtask (e.g., '15', '15.2') to update"),
+			prompt: z
+				.string()
+				.describe('New information or context to incorporate into the task'),
+			research: z
+				.boolean()
+				.optional()
+				.describe('Use Perplexity AI for research-backed updates'),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session }) => {
+			try {
+				log.info(`Updating task with args: ${JSON.stringify(args)}`);
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await updateTaskByIdDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ session }
+				);
+
+				if (result.success) {
+					log.info(`Successfully updated task with ID ${args.id}`);
+				} else {
+					log.error(
+						`Failed to update task: ${result.error?.message || 'Unknown error'}`
+					);
+				}
+
+				return handleApiResult(result, log, 'Error updating task');
+			} catch (error) {
+				log.error(`Error in update_task tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/update.js

@@ -3,64 +3,79 @@
  * Tool to update tasks based on new context/prompt
  */
 
-import { z } from "zod";
+import { z } from 'zod';
 import {
-  handleApiResult,
-  createErrorResponse,
-  getProjectRootFromSession
-} from "./utils.js";
-import { updateTasksDirect } from "../core/task-master-core.js";
+	handleApiResult,
+	createErrorResponse,
+	getProjectRootFromSession
+} from './utils.js';
+import { updateTasksDirect } from '../core/task-master-core.js';
 
 /**
  * Register the update tool with the MCP server
  * @param {Object} server - FastMCP server instance
  */
 export function registerUpdateTool(server) {
-  server.addTool({
-    name: "update",
-    description: "Update multiple upcoming tasks (with ID >= 'from' ID) based on new context or changes provided in the prompt.",
-    parameters: z.object({
-      from: z.union([z.number(), z.string()]).describe("Task ID from which to start updating (inclusive)"),
-      prompt: z.string().describe("Explanation of changes or new context to apply"),
-      research: z.boolean().optional().describe("Use Perplexity AI for research-backed updates"),
-      file: z.string().optional().describe("Path to the tasks file"),
-      projectRoot: z
-        .string()
-        .optional()
-        .describe(
-          "Root directory of the project (default: current working directory)"
-        ),
-    }),
-    execute: async (args, { log, session, reportProgress }) => {
-      try {
-        log.info(`Updating tasks with args: ${JSON.stringify(args)}`);
-        // await reportProgress({ progress: 0 });
-        
-        let rootFolder = getProjectRootFromSession(session, log);
-        
-        if (!rootFolder && args.projectRoot) {
-          rootFolder = args.projectRoot;
-          log.info(`Using project root from args as fallback: ${rootFolder}`);
-        }
-        
-        const result = await updateTasksDirect({
-          projectRoot: rootFolder,
-          ...args
-        }, log/*, { reportProgress, mcpLog: log, session}*/);
-        
-        // await reportProgress({ progress: 100 });
-        
-        if (result.success) {
-          log.info(`Successfully updated tasks from ID ${args.from}: ${result.data.message}`);
-        } else {
-          log.error(`Failed to update tasks: ${result.error?.message || 'Unknown error'}`);
-        }
-        
-        return handleApiResult(result, log, 'Error updating tasks');
-      } catch (error) {
-        log.error(`Error in update tool: ${error.message}`);
-        return createErrorResponse(error.message);
-      }
-    },
-  });
-} 
+	server.addTool({
+		name: 'update',
+		description:
+			"Update multiple upcoming tasks (with ID >= 'from' ID) based on new context or changes provided in the prompt. Use 'update_task' instead for a single specific task.",
+		parameters: z.object({
+			from: z
+				.string()
+				.describe(
+					"Task ID from which to start updating (inclusive). IMPORTANT: This tool uses 'from', not 'id'"
+				),
+			prompt: z
+				.string()
+				.describe('Explanation of changes or new context to apply'),
+			research: z
+				.boolean()
+				.optional()
+				.describe('Use Perplexity AI for research-backed updates'),
+			file: z.string().optional().describe('Path to the tasks file'),
+			projectRoot: z
+				.string()
+				.optional()
+				.describe(
+					'Root directory of the project (default: current working directory)'
+				)
+		}),
+		execute: async (args, { log, session }) => {
+			try {
+				log.info(`Updating tasks with args: ${JSON.stringify(args)}`);
+
+				let rootFolder = getProjectRootFromSession(session, log);
+
+				if (!rootFolder && args.projectRoot) {
+					rootFolder = args.projectRoot;
+					log.info(`Using project root from args as fallback: ${rootFolder}`);
+				}
+
+				const result = await updateTasksDirect(
+					{
+						projectRoot: rootFolder,
+						...args
+					},
+					log,
+					{ session }
+				);
+
+				if (result.success) {
+					log.info(
+						`Successfully updated tasks from ID ${args.from}: ${result.data.message}`
+					);
+				} else {
+					log.error(
+						`Failed to update tasks: ${result.error?.message || 'Unknown error'}`
+					);
+				}
+
+				return handleApiResult(result, log, 'Error updating tasks');
+			} catch (error) {
+				log.error(`Error in update tool: ${error.message}`);
+				return createErrorResponse(error.message);
+			}
+		}
+	});
+}

mcp-server/src/tools/utils.js

@@ -3,68 +3,83 @@
  * Utility functions for Task Master CLI integration
  */
 
-import { spawnSync } from "child_process";
-import path from "path";
+import { spawnSync } from 'child_process';
+import path from 'path';
 import fs from 'fs';
 import { contextManager } from '../core/context-manager.js'; // Import the singleton
 
 // Import path utilities to ensure consistent path resolution
-import { lastFoundProjectRoot, PROJECT_MARKERS } from '../core/utils/path-utils.js';
+import {
+	lastFoundProjectRoot,
+	PROJECT_MARKERS
+} from '../core/utils/path-utils.js';
 
 /**
- * Get normalized project root path 
+ * Get normalized project root path
  * @param {string|undefined} projectRootRaw - Raw project root from arguments
  * @param {Object} log - Logger object
  * @returns {string} - Normalized absolute path to project root
  */
 function getProjectRoot(projectRootRaw, log) {
-  // PRECEDENCE ORDER:
-  // 1. Environment variable override
-  // 2. Explicitly provided projectRoot in args
-  // 3. Previously found/cached project root
-  // 4. Current directory if it has project markers
-  // 5. Current directory with warning
-  
-  // 1. Check for environment variable override
-  if (process.env.TASK_MASTER_PROJECT_ROOT) {
-    const envRoot = process.env.TASK_MASTER_PROJECT_ROOT;
-    const absolutePath = path.isAbsolute(envRoot) 
-      ? envRoot 
-      : path.resolve(process.cwd(), envRoot);
-    log.info(`Using project root from TASK_MASTER_PROJECT_ROOT environment variable: ${absolutePath}`);
-    return absolutePath;
-  }
+	// PRECEDENCE ORDER:
+	// 1. Environment variable override
+	// 2. Explicitly provided projectRoot in args
+	// 3. Previously found/cached project root
+	// 4. Current directory if it has project markers
+	// 5. Current directory with warning
 
-  // 2. If project root is explicitly provided, use it
-  if (projectRootRaw) {
-    const absolutePath = path.isAbsolute(projectRootRaw) 
-      ? projectRootRaw 
-      : path.resolve(process.cwd(), projectRootRaw);
-    
-    log.info(`Using explicitly provided project root: ${absolutePath}`);
-    return absolutePath;
-  }
-  
-  // 3. If we have a last found project root from a tasks.json search, use that for consistency
-  if (lastFoundProjectRoot) {
-    log.info(`Using last known project root where tasks.json was found: ${lastFoundProjectRoot}`);
-    return lastFoundProjectRoot;
-  }
-  
-  // 4. Check if the current directory has any indicators of being a task-master project
-  const currentDir = process.cwd();
-  if (PROJECT_MARKERS.some(marker => {
-    const markerPath = path.join(currentDir, marker);
-    return fs.existsSync(markerPath);
-  })) {
-    log.info(`Using current directory as project root (found project markers): ${currentDir}`);
-    return currentDir;
-  }
-  
-  // 5. Default to current working directory but warn the user
-  log.warn(`No task-master project detected in current directory. Using ${currentDir} as project root.`);
-  log.warn('Consider using --project-root to specify the correct project location or set TASK_MASTER_PROJECT_ROOT environment variable.');
-  return currentDir;
+	// 1. Check for environment variable override
+	if (process.env.TASK_MASTER_PROJECT_ROOT) {
+		const envRoot = process.env.TASK_MASTER_PROJECT_ROOT;
+		const absolutePath = path.isAbsolute(envRoot)
+			? envRoot
+			: path.resolve(process.cwd(), envRoot);
+		log.info(
+			`Using project root from TASK_MASTER_PROJECT_ROOT environment variable: ${absolutePath}`
+		);
+		return absolutePath;
+	}
+
+	// 2. If project root is explicitly provided, use it
+	if (projectRootRaw) {
+		const absolutePath = path.isAbsolute(projectRootRaw)
+			? projectRootRaw
+			: path.resolve(process.cwd(), projectRootRaw);
+
+		log.info(`Using explicitly provided project root: ${absolutePath}`);
+		return absolutePath;
+	}
+
+	// 3. If we have a last found project root from a tasks.json search, use that for consistency
+	if (lastFoundProjectRoot) {
+		log.info(
+			`Using last known project root where tasks.json was found: ${lastFoundProjectRoot}`
+		);
+		return lastFoundProjectRoot;
+	}
+
+	// 4. Check if the current directory has any indicators of being a task-master project
+	const currentDir = process.cwd();
+	if (
+		PROJECT_MARKERS.some((marker) => {
+			const markerPath = path.join(currentDir, marker);
+			return fs.existsSync(markerPath);
+		})
+	) {
+		log.info(
+			`Using current directory as project root (found project markers): ${currentDir}`
+		);
+		return currentDir;
+	}
+
+	// 5. Default to current working directory but warn the user
+	log.warn(
+		`No task-master project detected in current directory. Using ${currentDir} as project root.`
+	);
+	log.warn(
+		'Consider using --project-root to specify the correct project location or set TASK_MASTER_PROJECT_ROOT environment variable.'
+	);
+	return currentDir;
 }
 
 /**
@@ -74,68 +89,87 @@ function getProjectRoot(projectRootRaw, log) {
  * @returns {string|null} - The absolute path to the project root, or null if not found.
  */
 function getProjectRootFromSession(session, log) {
-  try {
-    // If we have a session with roots array
-    if (session?.roots?.[0]?.uri) {
-      const rootUri = session.roots[0].uri;
-      const rootPath = rootUri.startsWith('file://')
-        ? decodeURIComponent(rootUri.slice(7))
-        : rootUri;
-      return rootPath;
-    }
-    
-    // If we have a session with roots.roots array (different structure)
-    if (session?.roots?.roots?.[0]?.uri) {
-      const rootUri = session.roots.roots[0].uri;
-      const rootPath = rootUri.startsWith('file://')
-        ? decodeURIComponent(rootUri.slice(7))
-        : rootUri;
-      return rootPath;
-    }
+	try {
+		// Add detailed logging of session structure
+		log.info(
+			`Session object: ${JSON.stringify({
+				hasSession: !!session,
+				hasRoots: !!session?.roots,
+				rootsType: typeof session?.roots,
+				isRootsArray: Array.isArray(session?.roots),
+				rootsLength: session?.roots?.length,
+				firstRoot: session?.roots?.[0],
+				hasRootsRoots: !!session?.roots?.roots,
+				rootsRootsType: typeof session?.roots?.roots,
+				isRootsRootsArray: Array.isArray(session?.roots?.roots),
+				rootsRootsLength: session?.roots?.roots?.length,
+				firstRootsRoot: session?.roots?.roots?.[0]
+			})}`
+		);
 
-    // Get the server's location and try to find project root -- this is a fallback necessary in Cursor IDE
-    const serverPath = process.argv[1];  // This should be the path to server.js, which is in mcp-server/
-    if (serverPath && serverPath.includes('mcp-server')) {
-      // Find the mcp-server directory first
-      const mcpServerIndex = serverPath.indexOf('mcp-server');
-      if (mcpServerIndex !== -1) {
-        // Get the path up to mcp-server, which should be the project root
-        const projectRoot = serverPath.substring(0, mcpServerIndex - 1); // -1 to remove trailing slash
-        
-        // Verify this looks like our project root by checking for key files/directories
-        if (fs.existsSync(path.join(projectRoot, '.cursor')) || 
-            fs.existsSync(path.join(projectRoot, 'mcp-server')) ||
-            fs.existsSync(path.join(projectRoot, 'package.json'))) {
-          return projectRoot;
-        }
-      }
-    }
+		// ALWAYS ensure we return a valid path for project root
+		const cwd = process.cwd();
 
-    // If we get here, we'll try process.cwd() but only if it's not "/"
-    const cwd = process.cwd();
-    if (cwd !== '/') {
-      return cwd;
-    }
+		// If we have a session with roots array
+		if (session?.roots?.[0]?.uri) {
+			const rootUri = session.roots[0].uri;
+			log.info(`Found rootUri in session.roots[0].uri: ${rootUri}`);
+			const rootPath = rootUri.startsWith('file://')
+				? decodeURIComponent(rootUri.slice(7))
+				: rootUri;
+			log.info(`Decoded rootPath: ${rootPath}`);
+			return rootPath;
+		}
 
-    // Last resort: try to derive from the server path we found earlier
-    if (serverPath) {
-      const mcpServerIndex = serverPath.indexOf('mcp-server');
-      return mcpServerIndex !== -1 ? serverPath.substring(0, mcpServerIndex - 1) : cwd;
-    }
+		// If we have a session with roots.roots array (different structure)
+		if (session?.roots?.roots?.[0]?.uri) {
+			const rootUri = session.roots.roots[0].uri;
+			log.info(`Found rootUri in session.roots.roots[0].uri: ${rootUri}`);
+			const rootPath = rootUri.startsWith('file://')
+				? decodeURIComponent(rootUri.slice(7))
+				: rootUri;
+			log.info(`Decoded rootPath: ${rootPath}`);
+			return rootPath;
+		}
 
-    throw new Error('Could not determine project root');
-  } catch (e) {
-    // If we have a server path, use it as a basis for project root
-    const serverPath = process.argv[1];
-    if (serverPath && serverPath.includes('mcp-server')) {
-      const mcpServerIndex = serverPath.indexOf('mcp-server');
-      return mcpServerIndex !== -1 ? serverPath.substring(0, mcpServerIndex - 1) : process.cwd();
-    }
-    
-    // Only use cwd if it's not "/"
-    const cwd = process.cwd();
-    return cwd !== '/' ? cwd : '/';
-  }
+		// Get the server's location and try to find project root -- this is a fallback necessary in Cursor IDE
+		const serverPath = process.argv[1]; // This should be the path to server.js, which is in mcp-server/
+		if (serverPath && serverPath.includes('mcp-server')) {
+			// Find the mcp-server directory first
+			const mcpServerIndex = serverPath.indexOf('mcp-server');
+			if (mcpServerIndex !== -1) {
+				// Get the path up to mcp-server, which should be the project root
+				const projectRoot = serverPath.substring(0, mcpServerIndex - 1); // -1 to remove trailing slash
+
+				// Verify this looks like our project root by checking for key files/directories
+				if (
+					fs.existsSync(path.join(projectRoot, '.cursor')) ||
+					fs.existsSync(path.join(projectRoot, 'mcp-server')) ||
+					fs.existsSync(path.join(projectRoot, 'package.json'))
+				) {
+					log.info(`Found project root from server path: ${projectRoot}`);
+					return projectRoot;
+				}
+			}
+		}
+
+		// ALWAYS ensure we return a valid path as a last resort
+		log.info(`Using current working directory as ultimate fallback: ${cwd}`);
+		return cwd;
+	} catch (e) {
+		// If we have a server path, use it as a basis for project root
+		const serverPath = process.argv[1];
+		if (serverPath && serverPath.includes('mcp-server')) {
+			const mcpServerIndex = serverPath.indexOf('mcp-server');
+			return mcpServerIndex !== -1
+				? serverPath.substring(0, mcpServerIndex - 1)
+				: process.cwd();
+		}
+
+		// Only use cwd if it's not "/"
+		const cwd = process.cwd();
+		return cwd !== '/' ? cwd : '/';
+	}
 }
 
 /**
@@ -146,101 +180,116 @@ function getProjectRootFromSession(session, log) {
  * @param {Function} processFunction - Optional function to process successful result data
  * @returns {Object} - Standardized MCP response object
  */
-function handleApiResult(result, log, errorPrefix = 'API error', processFunction = processMCPResponseData) {
-  if (!result.success) {
-    const errorMsg = result.error?.message || `Unknown ${errorPrefix}`;
-    // Include cache status in error logs
-    log.error(`${errorPrefix}: ${errorMsg}. From cache: ${result.fromCache}`); // Keep logging cache status on error
-    return createErrorResponse(errorMsg);
-  }
-  
-  // Process the result data if needed
-  const processedData = processFunction ? processFunction(result.data) : result.data;
-  
-  // Log success including cache status
-  log.info(`Successfully completed operation. From cache: ${result.fromCache}`); // Add success log with cache status
+function handleApiResult(
+	result,
+	log,
+	errorPrefix = 'API error',
+	processFunction = processMCPResponseData
+) {
+	if (!result.success) {
+		const errorMsg = result.error?.message || `Unknown ${errorPrefix}`;
+		// Include cache status in error logs
+		log.error(`${errorPrefix}: ${errorMsg}. From cache: ${result.fromCache}`); // Keep logging cache status on error
+		return createErrorResponse(errorMsg);
+	}
 
-  // Create the response payload including the fromCache flag
-  const responsePayload = {
-    fromCache: result.fromCache, // Get the flag from the original 'result'
-    data: processedData         // Nest the processed data under a 'data' key
-  };
-  
-  // Pass this combined payload to createContentResponse
-  return createContentResponse(responsePayload);
+	// Process the result data if needed
+	const processedData = processFunction
+		? processFunction(result.data)
+		: result.data;
+
+	// Log success including cache status
+	log.info(`Successfully completed operation. From cache: ${result.fromCache}`); // Add success log with cache status
+
+	// Create the response payload including the fromCache flag
+	const responsePayload = {
+		fromCache: result.fromCache, // Get the flag from the original 'result'
+		data: processedData // Nest the processed data under a 'data' key
+	};
+
+	// Pass this combined payload to createContentResponse
+	return createContentResponse(responsePayload);
 }
 
 /**
- * Execute a Task Master CLI command using child_process
- * @param {string} command - The command to execute
- * @param {Object} log - The logger object from FastMCP
+ * Executes a task-master CLI command synchronously.
+ * @param {string} command - The command to execute (e.g., 'add-task')
+ * @param {Object} log - Logger instance
  * @param {Array} args - Arguments for the command
  * @param {string|undefined} projectRootRaw - Optional raw project root path (will be normalized internally)
+ * @param {Object|null} customEnv - Optional object containing environment variables to pass to the child process
  * @returns {Object} - The result of the command execution
  */
 function executeTaskMasterCommand(
-  command,
-  log,
-  args = [],
-  projectRootRaw = null
+	command,
+	log,
+	args = [],
+	projectRootRaw = null,
+	customEnv = null // Changed from session to customEnv
 ) {
-  try {
-    // Normalize project root internally using the getProjectRoot utility
-    const cwd = getProjectRoot(projectRootRaw, log);
+	try {
+		// Normalize project root internally using the getProjectRoot utility
+		const cwd = getProjectRoot(projectRootRaw, log);
 
-    log.info(
-      `Executing task-master ${command} with args: ${JSON.stringify(
-        args
-      )} in directory: ${cwd}`
-    );
+		log.info(
+			`Executing task-master ${command} with args: ${JSON.stringify(
+				args
+			)} in directory: ${cwd}`
+		);
 
-    // Prepare full arguments array
-    const fullArgs = [command, ...args];
+		// Prepare full arguments array
+		const fullArgs = [command, ...args];
 
-    // Common options for spawn
-    const spawnOptions = {
-      encoding: "utf8",
-      cwd: cwd,
-    };
+		// Common options for spawn
+		const spawnOptions = {
+			encoding: 'utf8',
+			cwd: cwd,
+			// Merge process.env with customEnv, giving precedence to customEnv
+			env: { ...process.env, ...(customEnv || {}) }
+		};
 
-    // Execute the command using the global task-master CLI or local script
-    // Try the global CLI first
-    let result = spawnSync("task-master", fullArgs, spawnOptions);
+		// Log the environment being passed (optional, for debugging)
+		// log.info(`Spawn options env: ${JSON.stringify(spawnOptions.env)}`);
 
-    // If global CLI is not available, try fallback to the local script
-    if (result.error && result.error.code === "ENOENT") {
-      log.info("Global task-master not found, falling back to local script");
-      result = spawnSync("node", ["scripts/dev.js", ...fullArgs], spawnOptions);
-    }
+		// Execute the command using the global task-master CLI or local script
+		// Try the global CLI first
+		let result = spawnSync('task-master', fullArgs, spawnOptions);
 
-    if (result.error) {
-      throw new Error(`Command execution error: ${result.error.message}`);
-    }
+		// If global CLI is not available, try fallback to the local script
+		if (result.error && result.error.code === 'ENOENT') {
+			log.info('Global task-master not found, falling back to local script');
+			// Pass the same spawnOptions (including env) to the fallback
+			result = spawnSync('node', ['scripts/dev.js', ...fullArgs], spawnOptions);
+		}
 
-    if (result.status !== 0) {
-      // Improve error handling by combining stderr and stdout if stderr is empty
-      const errorOutput = result.stderr
-        ? result.stderr.trim()
-        : result.stdout
-        ? result.stdout.trim()
-        : "Unknown error";
-      throw new Error(
-        `Command failed with exit code ${result.status}: ${errorOutput}`
-      );
-    }
+		if (result.error) {
+			throw new Error(`Command execution error: ${result.error.message}`);
+		}
 
-    return {
-      success: true,
-      stdout: result.stdout,
-      stderr: result.stderr,
-    };
-  } catch (error) {
-    log.error(`Error executing task-master command: ${error.message}`);
-    return {
-      success: false,
-      error: error.message,
-    };
-  }
+		if (result.status !== 0) {
+			// Improve error handling by combining stderr and stdout if stderr is empty
+			const errorOutput = result.stderr
+				? result.stderr.trim()
+				: result.stdout
+					? result.stdout.trim()
+					: 'Unknown error';
+			throw new Error(
+				`Command failed with exit code ${result.status}: ${errorOutput}`
+			);
+		}
+
+		return {
+			success: true,
+			stdout: result.stdout,
+			stderr: result.stderr
+		};
+	} catch (error) {
+		log.error(`Error executing task-master command: ${error.message}`);
+		return {
+			success: false,
+			error: error.message
+		};
+	}
 }
 
 /**
@@ -256,40 +305,44 @@ function executeTaskMasterCommand(
  *                              Format: { success: boolean, data?: any, error?: { code: string, message: string }, fromCache: boolean }
  */
 async function getCachedOrExecute({ cacheKey, actionFn, log }) {
-  // Check cache first
-  const cachedResult = contextManager.getCachedData(cacheKey);
-  
-  if (cachedResult !== undefined) {
-    log.info(`Cache hit for key: ${cacheKey}`);
-    // Return the cached data in the same structure as a fresh result
-    return {
-      ...cachedResult,  // Spread the cached result to maintain its structure
-      fromCache: true   // Just add the fromCache flag
-    };
-  }
+	// Check cache first
+	const cachedResult = contextManager.getCachedData(cacheKey);
 
-  log.info(`Cache miss for key: ${cacheKey}. Executing action function.`);
-  
-  // Execute the action function if cache missed
-  const result = await actionFn();
-  
-  // If the action was successful, cache the result (but without fromCache flag)
-  if (result.success && result.data !== undefined) {
-    log.info(`Action successful. Caching result for key: ${cacheKey}`);
-    // Cache the entire result structure (minus the fromCache flag)
-    const { fromCache, ...resultToCache } = result;
-    contextManager.setCachedData(cacheKey, resultToCache);
-  } else if (!result.success) {
-    log.warn(`Action failed for cache key ${cacheKey}. Result not cached. Error: ${result.error?.message}`);
-  } else {
-    log.warn(`Action for cache key ${cacheKey} succeeded but returned no data. Result not cached.`);
-  }
-  
-  // Return the fresh result, indicating it wasn't from cache
-  return {
-    ...result,
-    fromCache: false
-  };
+	if (cachedResult !== undefined) {
+		log.info(`Cache hit for key: ${cacheKey}`);
+		// Return the cached data in the same structure as a fresh result
+		return {
+			...cachedResult, // Spread the cached result to maintain its structure
+			fromCache: true // Just add the fromCache flag
+		};
+	}
+
+	log.info(`Cache miss for key: ${cacheKey}. Executing action function.`);
+
+	// Execute the action function if cache missed
+	const result = await actionFn();
+
+	// If the action was successful, cache the result (but without fromCache flag)
+	if (result.success && result.data !== undefined) {
+		log.info(`Action successful. Caching result for key: ${cacheKey}`);
+		// Cache the entire result structure (minus the fromCache flag)
+		const { fromCache, ...resultToCache } = result;
+		contextManager.setCachedData(cacheKey, resultToCache);
+	} else if (!result.success) {
+		log.warn(
+			`Action failed for cache key ${cacheKey}. Result not cached. Error: ${result.error?.message}`
+		);
+	} else {
+		log.warn(
+			`Action for cache key ${cacheKey} succeeded but returned no data. Result not cached.`
+		);
+	}
+
+	// Return the fresh result, indicating it wasn't from cache
+	return {
+		...result,
+		fromCache: false
+	};
 }
 
 /**
@@ -299,56 +352,68 @@ async function getCachedOrExecute({ cacheKey, actionFn, log }) {
  * @param {string[]} fieldsToRemove - An array of field names to remove.
  * @returns {Object|Array} - The processed data with specified fields removed.
  */
-function processMCPResponseData(taskOrData, fieldsToRemove = ['details', 'testStrategy']) {
-  if (!taskOrData) {
-    return taskOrData;
-  }
+function processMCPResponseData(
+	taskOrData,
+	fieldsToRemove = ['details', 'testStrategy']
+) {
+	if (!taskOrData) {
+		return taskOrData;
+	}
 
-  // Helper function to process a single task object
-  const processSingleTask = (task) => {
-    if (typeof task !== 'object' || task === null) {
-        return task;
-    }
-      
-    const processedTask = { ...task };
-    
-    // Remove specified fields from the task
-    fieldsToRemove.forEach(field => {
-      delete processedTask[field];
-    });
+	// Helper function to process a single task object
+	const processSingleTask = (task) => {
+		if (typeof task !== 'object' || task === null) {
+			return task;
+		}
 
-    // Recursively process subtasks if they exist and are an array
-    if (processedTask.subtasks && Array.isArray(processedTask.subtasks)) {
-      // Use processArrayOfTasks to handle the subtasks array
-      processedTask.subtasks = processArrayOfTasks(processedTask.subtasks); 
-    }
-    
-    return processedTask;
-  };
-  
-  // Helper function to process an array of tasks
-  const processArrayOfTasks = (tasks) => {
-      return tasks.map(processSingleTask);
-  };
+		const processedTask = { ...task };
 
-  // Check if the input is a data structure containing a 'tasks' array (like from listTasks)
-  if (typeof taskOrData === 'object' && taskOrData !== null && Array.isArray(taskOrData.tasks)) {
-    return {
-      ...taskOrData, // Keep other potential fields like 'stats', 'filter'
-      tasks: processArrayOfTasks(taskOrData.tasks),
-    };
-  } 
-  // Check if the input is likely a single task object (add more checks if needed)
-  else if (typeof taskOrData === 'object' && taskOrData !== null && 'id' in taskOrData && 'title' in taskOrData) {
-    return processSingleTask(taskOrData);
-  }
-  // Check if the input is an array of tasks directly (less common but possible)
-  else if (Array.isArray(taskOrData)) {
-      return processArrayOfTasks(taskOrData);
-  }
-  
-  // If it doesn't match known task structures, return it as is
-  return taskOrData; 
+		// Remove specified fields from the task
+		fieldsToRemove.forEach((field) => {
+			delete processedTask[field];
+		});
+
+		// Recursively process subtasks if they exist and are an array
+		if (processedTask.subtasks && Array.isArray(processedTask.subtasks)) {
+			// Use processArrayOfTasks to handle the subtasks array
+			processedTask.subtasks = processArrayOfTasks(processedTask.subtasks);
+		}
+
+		return processedTask;
+	};
+
+	// Helper function to process an array of tasks
+	const processArrayOfTasks = (tasks) => {
+		return tasks.map(processSingleTask);
+	};
+
+	// Check if the input is a data structure containing a 'tasks' array (like from listTasks)
+	if (
+		typeof taskOrData === 'object' &&
+		taskOrData !== null &&
+		Array.isArray(taskOrData.tasks)
+	) {
+		return {
+			...taskOrData, // Keep other potential fields like 'stats', 'filter'
+			tasks: processArrayOfTasks(taskOrData.tasks)
+		};
+	}
+	// Check if the input is likely a single task object (add more checks if needed)
+	else if (
+		typeof taskOrData === 'object' &&
+		taskOrData !== null &&
+		'id' in taskOrData &&
+		'title' in taskOrData
+	) {
+		return processSingleTask(taskOrData);
+	}
+	// Check if the input is an array of tasks directly (less common but possible)
+	else if (Array.isArray(taskOrData)) {
+		return processArrayOfTasks(taskOrData);
+	}
+
+	// If it doesn't match known task structures, return it as is
+	return taskOrData;
 }
 
 /**
@@ -357,19 +422,20 @@ function processMCPResponseData(taskOrData, fieldsToRemove = ['details', 'testSt
  * @returns {Object} - Content response object in FastMCP format
  */
 function createContentResponse(content) {
-  // FastMCP requires text type, so we format objects as JSON strings
-  return {
-    content: [
-      {
-        type: "text", 
-        text: typeof content === 'object' ? 
-          // Format JSON nicely with indentation
-          JSON.stringify(content, null, 2) : 
-          // Keep other content types as-is
-          String(content)
-      }
-    ]
-  };
+	// FastMCP requires text type, so we format objects as JSON strings
+	return {
+		content: [
+			{
+				type: 'text',
+				text:
+					typeof content === 'object'
+						? // Format JSON nicely with indentation
+							JSON.stringify(content, null, 2)
+						: // Keep other content types as-is
+							String(content)
+			}
+		]
+	};
 }
 
 /**
@@ -378,24 +444,24 @@ function createContentResponse(content) {
  * @returns {Object} - Error content response object in FastMCP format
  */
 export function createErrorResponse(errorMessage) {
-  return {
-    content: [
-      {
-        type: "text",
-        text: `Error: ${errorMessage}`
-      }
-    ],
-    isError: true
-  };
+	return {
+		content: [
+			{
+				type: 'text',
+				text: `Error: ${errorMessage}`
+			}
+		],
+		isError: true
+	};
 }
 
 // Ensure all functions are exported
 export {
-  getProjectRoot,
-  getProjectRootFromSession,
-  handleApiResult,
-  executeTaskMasterCommand,
-  getCachedOrExecute,
-  processMCPResponseData,
-  createContentResponse,
+	getProjectRoot,
+	getProjectRootFromSession,
+	handleApiResult,
+	executeTaskMasterCommand,
+	getCachedOrExecute,
+	processMCPResponseData,
+	createContentResponse
 };